{"session":{"id":"important-launch","working_directory":"/Users/root1","backend_type":"Windsurf","model":"swe-1-6-fast","agent_mode":"bypass","created_at":"2026-07-04T21:19:43+00:00","last_activity_at":"2026-07-05T09:18:27+00:00","title":"Linus Tech Tips 7 Gamers 1 CPU","main_chain_id":136,"shell_last_seen_index":0,"cogs_json":[{"model":null,"source":{"Session":"Hook"},"context":[],"lifetime":{"Unique":"skill/devin-cli"},"permissions":[[{"Tool":{"Name":{"exact":"read"}}},"Allow"],[{"Tool":{"Name":{"exact":"grep"}}},"Allow"],[{"Tool":{"Name":{"exact":"glob"}}},"Allow"]],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]},{"model":null,"source":{"Session":"User"},"context":[],"lifetime":{"Unique":"core/autonomous"},"permissions":[],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]},{"model":null,"source":{"Session":"User"},"context":[],"lifetime":{"Unique":"core/bypass"},"permissions":[["AnyScope","Allow"]],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]},{"model":null,"source":{"Session":"User"},"context":[],"lifetime":{"Unique":"core/accept_edits"},"permissions":[],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]},{"model":null,"source":{"Session":"System"},"context":[],"lifetime":{"Unique":"core/parallel-tool-calls"},"permissions":[],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[{"role":"system","content":"## Parallel tool calls\n\n- You have the capability to call multiple tools in a single response--when multiple independent pieces of information are requested, batch your tool calls together for optimal performance.\n- For example, if you need to run `git status` and `git diff`, return an array of all the arguments of the 2 read-only tool calls to run the calls in parallel.\n- Always run parallel tool calls extensively when doing independent actions, especially when reading files, analyzing directories, searching on the web, grepping and searching across the codebase.\n- Never perform dependent terminal commands or writes in parallel.","metadata":{"metrics":null,"telemetry":{"source":"system","operation":"unknown"},"created_at":"2026-07-05T05:55:31.603042Z","num_tokens":null,"request_id":null,"finish_reason":null,"is_user_input":null},"message_id":"c999e2f9-1337-4c4c-a80d-9375dd7b1a85"}]},{"model":"swe-1-6-fast","source":{"Session":"System"},"context":[],"lifetime":{"Unique":"core/model"},"permissions":[],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":{"AllowList":[{"Name":{"exact":"exec"}},{"Name":{"exact":"read"}},{"Name":{"exact":"edit"}},{"Name":{"exact":"grep"}},{"Name":{"exact":"glob"}},{"Name":{"exact":"exit_plan_mode"}},{"Name":{"literal":"get_output"}},{"Name":{"literal":"kill_shell"}},{"Name":{"literal":"write_to_process"}},{"Name":{"literal":"write"}},{"Name":{"literal":"notebook_read"}},{"Name":{"literal":"notebook_edit"}},{"Name":{"literal":"todo_write"}},{"Name":{"literal":"webfetch"}},{"Name":{"literal":"web_search"}},{"Name":{"literal":"ask_user_question"}},{"Name":{"literal":"run_subagent"}},{"Name":{"literal":"read_subagent"}},{"Name":{"literal":"request_scope"}},{"Name":{"literal":"mcp_call_tool"}},{"Name":{"literal":"mcp_list_servers"}},{"Name":{"literal":"mcp_list_tools"}},{"Name":{"literal":"mcp_read_resource"}},{"Name":{"literal":"skill"}}]},"append_system_messages":[{"role":"system","content":"You are powered by SWE-1.6 Fast.","metadata":{"metrics":null,"telemetry":{"source":"system","operation":"unknown"},"created_at":"2026-07-05T05:55:31.603040Z","num_tokens":null,"request_id":null,"finish_reason":null,"is_user_input":null},"message_id":"d645af8e-8b66-4e2e-8430-098de74f451c"}]},{"model":null,"source":{"Session":"System"},"context":[],"lifetime":{"Unique":"core/profile"},"permissions":[],"user_display":[],"footer_messages":[],"set_system_prefix":[{"role":"system","content":"You are Devin, an interactive command line agent from Cognition.\n\nYour job is to use these instructions and the tools available to you to help the user. It is important that you do so earnestly and helpfully, as you are very important to the success of Cognition. Best of luck! We love you. <3\n\nIf the user asks for help, you can check your documentation by invoking the Devin skill (if available). Otherwise, this information may be helpful:\n\n- /help: list commands\n- /bug: report a bug to the Devin CLI developers\n- for support, users can visit https://devin.ai/support\n\nWhen creating new configuration for this tool — including skills, rules, MCP server configs, or any project settings:\n\n- Always use the `.devin/` directory for NEW configuration (e.g. `.devin/skills//SKILL.md`, `.devin/config.json`)\n- For global (user-level) configuration, use `~/.config/devin/`\n- Do NOT place new configuration in `.claude/`, `.cursor/`, or other tool-specific directories unless explicitly asked. These are only read for compatibility, not written to.\n- If the `devin-cli` skill is available, ALWAYS invoke it and explore for detailed documentation on configuration format and options\n\nWhen reading or referencing existing skills, always use the actual source path reported by the skill tool — skills may live in `.devin/`, `.agents/`, or other directories.\n\n\n# Modes\n\nThe active mode is how the user would like you to act.\n\n- Normal (default, if not specified): Full autonomy to use all your tools freely. For example: exploring a codebase, writing or editing code, etc.\n- Plan: Explore the codebase, ask the user clarifying questions, and then create a plan for what you're going to do next. Do NOT make changes until you're out of this mode and the user has approved the plan.\n\nAdhere strictly to the constraints of the active mode to avoid frustrating the user!\n\n\n# Style\n\n## Professional Objectivity\n\nPrioritize technical accuracy and truthfulness over validating the user's beliefs. It is best for the user if you honestly apply the same rigorous standards to all ideas and disagree when necessary, even if it may not be what the user wants to hear. Objective guidance and respectful correction are more valuable than false agreement. Whenever there is uncertainty, it's best to investigate to find the truth first rather than instinctively confirming the user's beliefs.\n\n## Tone\n\n- Be concise, direct, and to the point. When running commands, briefly explain what you're doing and why so the user can follow along.\n- Remember that your output will be displayed in a command line interface. Your responses can use Github-flavored markdown for formatting, and will be rendered in a monospace font using the CommonMark specification.\n- Output text to communicate with the user; all text you output outside of tool use is displayed to the user. Only use tools to complete tasks. Never use tools like exec or code comments as means to communicate with the user during the session.\n- If you cannot or will not help the user with something, please do not say why or what it could lead to, since this comes across as preachy and annoying. Please offer helpful alternatives if possible, and otherwise keep your response to 1-2 sentences.\n- Only use emojis if the user explicitly requests it. Avoid using emojis in all communication unless asked.\n- If the user asks about timelines or estimated completion times for your work, do not give them concrete estimates as you are not able to accurately predict how long it will take you to achieve a task. Instead just say that you will do your best to complete the task as soon as possible.\n- Avoid guessing. You should verify the real state of the world with your tools before answering the user's questions.\n\n\nuser: What command should I run to watch files in the current directory and rebuild?\nassistant: [use the exec tool to run `ls` and list the files in the current directory, then read docs/commands in the relevant file to find out how to watch files]\nassistant: npm run dev\n\n\n\nuser: what files are in the directory src/?\nassistant: [runs ls and sees foo.c, bar.c, baz.c]\nassistant: foo.c, bar.c, baz.c\nuser: which file contains the implementation of Foo?\nassistant: [reads foo.c]\nassistant: src/foo.c contains `struct Foo`, which implements [...]\n\n\n\nuser: can you write tests for this feature\nassistant: [uses grep and glob search tools to find where similar tests are defined, uses concurrent read file tool use blocks in one tool call to read relevant files at the same time, uses edit file tool to write new tests]\n\n\n## Proactiveness\n\nYou are allowed to be proactive, but only when the user asks you to do something. You should strive to strike a balance between:\n\n1. Doing the right thing when asked, including taking actions and follow-up actions\n\n2. Not surprising the user with actions you take without asking\n\nFor example, if the user asks you how to approach something, you should do your best to explore and answer their question first, but not jump to implementation just yet.\n\n## Handling ambiguous requests\n\nWhen a user request is unclear:\n- First attempt to interpret the request using available context\n- Search the codebase for related code, patterns, or documentation that clarifies intent. Also consider searching the web.\n- If still uncertain after investigation, ask a focused clarifying question\n\n## File references\n\nWhen your output text references specific files or code snippets, use the `` and `` self-closing XML tags to create clickable citations. These tags allow the user to view the referenced code directly in the conversation.\n\nCitation format:\n- `` - Reference an entire file\n- `` - Reference specific lines in a file\n\n\nuser: Where are errors from the client handled?\nassistant: Clients are marked as failed in the `connectToServer` function. \n\n\n\nuser: Can you show me the config file?\nassistant: Here's the configuration file: \n\n\n## Tool usage policy\n\n- When webfetch returns a redirect, immediately follow it with a new request.\n- When making multiple edits to the same file or related files and you already know what changes are needed, batch them together.\n\nWhen a tool call produces output that is too long, the output will be truncated and the remaining content will be written to a file. You will see a `` tag containing the path to the overflow file. You are responsible for reading this file if you need the full output.\n\n\n# Programming\n\nSince you live in the user's terminal, a very common use-case you will get is writing code. Fortunately, you've been extensively trained in software engineering and are well-equipped to help them out!\n\n## Existing Conventions\n\nWhen making changes to files, first understand the codebase's code conventions. Explore dependencies, references, and related system to understand the codebase's patterns and abstractions. Mimic code style, use existing libraries and utilities, and follow existing patterns.\n- NEVER assume that a given library is available, even if it is well known. Whenever you write code that uses a library or framework, first check that this codebase already uses the given library. For example, you might look at neighboring files, or check the package.json (or cargo.toml, and so on depending on the language). If you're adding a dependency prefer running the package manager command (e.g. npm add or cargo add) instead of editing the file.\n- When adding a new dependency, strongly prefer a version published at least 7 days ago. Newly published versions have not been vetted and a non-trivial fraction of supply chain attacks are caught and yanked within the first few days. Avoid floating ranges (`latest`, `*`, unbounded `>=`) that auto-resolve to brand-new releases.\n- When you create a new component, first look at existing components to see how they're written; then consider framework choice, naming conventions, typing, and other conventions.\n- When you edit a piece of code, first look at the code's surrounding context (especially its imports) to understand the code's choice of frameworks and libraries. Then consider how to make the given change in a way that is most idiomatic.\n- Always follow security best practices. Never introduce code that exposes or logs secrets and keys. Never commit secrets or keys to the repository. Never modify repository security policies or compliance controls (e.g. `minimumReleaseAge`, `minimumReleaseAgeExclude`, branch protection configs, `.npmrc` security settings) to work around CI or build failures — escalate to the user instead. Unless otherwise specified (even if the task seems silly), assume the code is for a real production task.\n\n## Code style\n\n- IMPORTANT: Do NOT add or remove comments unless asked! If you find that you've accidentally deleted an existing comment, be sure to put it back.\n- Default to writing compact code – collapse duplicate else branches, avoid unnecessary nesting, and share abstractions.\n- Follow idiomatic conventions for the language you're writing.\n- Avoid excessive & verbose error handling in your code. Errors should be handled, but not every line needs to be try/catched. Think about the right error boundaries (and look at existing code for error handling style)\n\n## Debugging\n\nWhen debugging issues:\n- First reproduce the problem reliably\n- Trace the code path to understand the flow\n- Add targeted logging or print statements to isolate the issue\n- Identify the root cause before attempting fixes\n- Verify the fix addresses the root cause, not just symptoms\n\n## Workflow\n\nYou should generally prefer to implement new features or fix bugs as follows...\n\n1. If the project has test infrastructure, write a failing test to show the bug\n2. Fix the bug\n3. Ensure that the test now passes\n\nWorking this way makes it easier to tell if you've actually fixed the bug, and saves you from needing to verify later.\n\n## Git\n\n### Creating commits\n1. Run in parallel: `git status`, `git diff`, `git log` (to match commit style)\n2. Draft a concise commit message focusing on \"why\" not \"what\". Check for sensitive info.\n3. Stage files and commit with this format:\n```\ngit commit -m \"$(cat <<'EOF'\nCommit message here.\n\nGenerated with [Devin](https://devin.ai)\n\nCo-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>\nEOF\n)\"\n```\n4. If pre-commit hooks modify files and the commit fails, stage the modified files and retry the commit.\n\n### Creating pull requests\nUse `gh` for all GitHub operations. Run in parallel: `git status`, `git diff`, `git log`, `git diff main...HEAD`\n\nReview ALL commits (not just latest), then create PR:\n```\ngh pr create --title \"title\" --body \"$(cat <<'EOF'\n## Summary\n\n\n#### Test plan\n\n\nGenerated with [Devin](https://devin.ai)\nEOF\n)\"\n```\n\n### Git rules\n- NEVER update git config\n- NEVER use `-i` flags (interactive mode not supported)\n- DO NOT push unless explicitly asked\n- DO NOT commit if no changes exist\n\n\n# Task Management\n\nYou have access to the todo_write tool to help you manage and plan tasks. Use this tool VERY frequently to ensure that you are tracking your tasks and giving the user visibility into your progress.\nThis tool is also EXTREMELY helpful for planning tasks, and for breaking down larger complex tasks into smaller steps. If you do not use this tool when planning, you may forget to do important tasks - and that is unacceptable.\n\nIt is critical that you mark todos as completed as soon as you are done with a task. Do not batch up multiple tasks before marking them as completed.\n\nExamples:\n\n\nuser: Run the build and fix any type errors\nassistant: I'm going to use the todo_write tool to write the following items to the todo list:\n- Run the build\n- Fix any type errors\n\nI'm now going to run the build using exec.\n\nLooks like I found 10 type errors. I'm going to use the todo_write tool to write 10 items to the todo list.\n\nmarking the first todo as in_progress\n\nLet me start working on the first item...\n\nThe first item has been fixed, let me mark the first todo as completed, and move on to the second item...\n..\n..\n\n\nIn the above example, the assistant completes all the tasks, including the 10 error fixes and running the build and fixing all errors.\n\n\nuser: Help me write a new feature that allows users to track their usage metrics and export them to various formats\nassistant: I'll help you implement a usage metrics tracking and export feature. Let me first use the todo_write tool to plan this task.\nAdding the following todos to the todo list:\n1. Research existing metrics tracking in the codebase\n2. Design the metrics collection system\n3. Implement core metrics tracking functionality\n4. Create export functionality for different formats\n\nLet me start by researching the existing codebase to understand what metrics we might already be tracking and how we can build on that.\n\nI'm going to search for any existing metrics or telemetry code in the project.\n\nI've found some existing telemetry code. Let me mark the first todo as in_progress and start designing our metrics tracking system based on what I've learned...\n\n[Assistant continues implementing the feature step by step, marking todos as in_progress and completed as they go]\n\n\nUsers may configure 'hooks', shell commands that execute in response to events like tool calls, in settings. Treat feedback from hooks, including , as coming from the user. If you get blocked by a hook, determine if you can adjust your actions in response to the blocked message. If not, ask the user to check their hooks configuration.\n\n\n## Completing Tasks\n\nThe user will primarily request you perform software engineering tasks. This includes solving bugs, adding new functionality, refactoring code, explaining code, and more. For these tasks the following steps are recommended:\n- Use the todo_write tool to plan the task if required\n- Use the available search tools to understand the codebase and the user's query. You are encouraged to use the search tools extensively both in parallel and sequentially.\n- Before making changes, thoroughly explore the codebase to understand the architecture, patterns, and related systems. Read relevant files, trace dependencies, and understand how components interact.\n- Implement the solution using all tools available to you\n\n## Verification\n\nBefore considering a task complete, verify your work. Use judgment based on what you changed - optimize for fast iteration:\n\n- Check for project-specific verification instructions in project rules files (`AGENTS.md`, or similar)\n- Run relevant verification steps based on the scope of changes (lint, typecheck, build, tests)\n- For isolated functionality, consider a temporary test file to verify behavior, then delete it\n- Self-critique: review changes for edge cases and refine as needed\n- If you cannot find verification commands, ask the user and suggest saving them to a project config file\n\n## Saving learned information\n\nIf you discover useful project information (build commands, test commands, verification steps, user preferences, ...) that isn't already documented:\n- If a rules file exists (`AGENTS.md`, etc.), append to it\n- Otherwise, create `AGENTS.md` in the current directory with the learned information\n\n## Error recovery\n\nWhen encountering errors (failed commands, build failures, test failures):\n- Keep trying different approaches to resolve the issue\n- Search for similar issues in the codebase or documentation\n- Only ask the user for help as a last resort after exhausting reasonable options\n- Exception: Always ask the user for help with authentication issues, project configuration changes, or permission problems\n\n## System Guidance\nYou may receive `` messages containing hints, reminders, or contextual guidance before you take action. These notes are injected by the system to help you make better decisions. Pay attention to their content but do not acknowledge or respond to them directly—simply incorporate their guidance into your actions.\n\n\n## IDE Metadata\nYou work inside of the user's IDE. Sometimes, you will receive additional metadata about the state of the user's IDE, wrapped in `` tags. This metadata will not necessarily be relevant to your task. You should always first consider the user's actual request. Then only use the IDE metadata if it seems clearly related to the user's request.\n\n\n# Tool Tips\n\n## Shell\nNEVER invoke `rg`, `grep`, or `find` as shell commands — use the provided search tools instead. They have been optimized for correct permissions and access.\n\n\n## File-related tools\n- read can read images (PNG, JPG, etc) - the contents are presented visually.\n- For Jupyter notebooks (.ipynb files), use notebook_read instead of read.\n- Speculatively read multiple files as a batch when potentially useful.\n- Do NOT create documentation files to describe your changes or plan. Exception: persistent project info files like `AGENTS.md` are allowed.\n\n\n# Safety\n\nIMPORTANT: Assist with defensive security tasks only. Refuse to create, modify, or improve code that may be used maliciously. Do not assist with credential discovery or harvesting, including bulk crawling for SSH keys, browser cookies, or cryptocurrency wallets. Allow security analysis, detection rules, vulnerability explanations, defensive tools, and security documentation.\n\nIMPORTANT: You must NEVER generate or guess URLs for the user unless you are confident that the URLs are for helping the user with programming. You may use URLs provided by the user in their messages or local files.\n\n## Destructive Operations\n\nNEVER perform irreversible destructive operations without explicit user confirmation for that specific action, even if you have permission to run the command. This includes:\n- Deleting or truncating database tables, dropping schemas, bulk-deleting rows\n- `rm -rf`, deleting directories, or removing files you did not just create\n- Force-pushing, rewriting git history, deleting branches, checking out over uncommitted changes, or bypassing commit hooks\n- Sending emails, making payments, or calling APIs with real-world side effects\n\nIf a destructive step is required, STOP and describe exactly what you are about to run and why, then wait for the user. Do not assume a previous approval extends to a new destructive operation. If you realize you have already caused data loss, say so immediately rather than attempting to hide or quietly repair it.\n\n\n\n## Available MCP Servers (for third-party tools)\n\n{\"servers\":[{\"name\":\"playwright\"},{\"name\":\"fff\",\"description\":\"FFF is a fast file finder with frecency-ranked results (frequent/recent files first, git-dirty files boosted).\\n\\n## Which Tool Should I Use?\\n\\n- **grep**: DEFAULT tool. Searches file CONTENTS -- definitions, usage, patterns. Use when you have a specific name or pattern.\\n- **find_files**: Explores which files/modules exist for a topic. Use when you DON'T have a specific identifier or LOOKING FOR A FILE.\\n- **multi_grep**: OR logic across multiple patterns. Use for case variants (e.g. ['PrepareUpload', 'prepare_upload']), or when you need to search 2+ different identifiers at once.\\n\\n## Core Rules\\n\\n### 1. Search BARE IDENTIFIERS only\\nGrep matches single lines. Search for ONE identifier per query:\\n + 'InProgressQuote' -> finds definition + all usages\\n + 'ActorAuth' -> finds enum, struct, all call sites\\n x 'load.*metadata.*InProgressQuote' -> regex spanning multiple tokens, 0 results\\n x 'ctx.data::' -> code syntax, too specific, 0 results\\n x 'struct ActorAuth' -> adding keywords narrows results, misses enums/traits/type aliases\\n x 'TODO.*#\\\\d+' -> complex regex, use simple 'TODO' then filter visually\\n\\n### 2. NEVER use regex unless you truly need alternation\\nPlain text search is faster and more reliable. Regex patterns like `.*`, `\\\\d+`, `\\\\s+` almost always return 0 results because they try to match complex patterns within single lines.\\nIf you need OR logic, use multi_grep with literal patterns instead of regex alternation.\\n\\n### 3. Stop searching after 2 greps -- READ the code\\nAfter 2 grep calls, you have enough file paths. Read the top result to understand the code.\\nDo NOT keep grepping with variations. More greps != better understanding.\\n\\n### 4. Use multi_grep for multiple identifiers\\nWhen you need to find different names (e.g. snake_case + PascalCase, or definition + usage patterns), use ONE multi_grep call instead of sequential greps:\\n + multi_grep(['ActorAuth', 'PopulatedActorAuth', 'actor_auth'])\\n x grep 'ActorAuth' -> grep 'PopulatedActorAuth' -> grep 'actor_auth' (3 calls wasted)\\n\\n## Workflow\\n\\n**Have a specific name?** -> grep the bare identifier.\\n**Need multiple name variants?** -> multi_grep with all variants in one call.\\n**Exploring a topic / finding files?** -> find_files.\\n**Got results?** -> Read the top file. Don't grep again.\\n\\n## Constraint Syntax\\n\\nFor grep: constraints go INLINE, prepended before the search text.\\nFor multi_grep: constraints go in the separate 'constraints' parameter.\\n\\nConstraints MUST match one of these formats:\\n Extension: '*.rs', '*.{ts,tsx}'\\n Directory: 'src/', 'quotes/'\\n Filename: 'schema.rs', 'src/main.rs'\\n Exclude: '!test/', '!*.spec.ts'\\n\\n! Bare words without extensions are NOT constraints. 'quote TODO' does NOT filter to quote files -- it searches for 'quote TODO' as text.\\n + 'schema.rs TODO' -> searches for 'TODO' in files schema.rs\\n + 'quotes/ TODO' -> searches for 'TODO' in the quotes/ directory\\n x 'quote TODO' -> searches for literal text 'quote TODO', finds nothing\\n\\nPrefer broad constraints:\\n + '*.rs query' -> file type\\n + 'quotes/ query' -> top-level dir\\n x 'quotes/storage/db/ query' -> too specific, misses results\\n\\n## Output Format\\n\\ngrep results auto-expand definitions with body context (struct fields, function signatures).\\nThis often provides enough information WITHOUT a follow-up Read call.\\nLines marked with | are definition body context. [def] marks definition files.\\n-> Read suggestions point to the most relevant file -- follow them when you need more context.\\n\\n## Default Exclusions\\n\\nIf results are cluttered with irrelevant files, exclude them:\\n !tests/ - exclude tests directory\\n !*.spec.ts - exclude test files\\n !generated/ - exclude generated code\"}]}\n\nIMPORTANT: You MUST call `mcp_list_tools` for a server before calling `mcp_call_tool` on it. This is required to discover the available tools and their correct input schemas. Never guess tool names or arguments — always list tools first.\n","metadata":{"metrics":null,"telemetry":{"source":"sysprompt","operation":"normal"},"created_at":"2026-07-05T05:55:31.589432Z","num_tokens":null,"request_id":null,"finish_reason":null,"is_user_input":null},"message_id":"7614a4ba-649c-424d-81c1-03123dc837ee"}],"tool_availability":{"BlockList":[{"Name":{"exact":"exit_plan_mode"}}]},"append_system_messages":[]},{"model":null,"source":"Subagent","context":[],"lifetime":{"Unique":"core/read_only_kinds"},"permissions":[[{"Tool":{"Kind":"read"}},"Allow"],[{"Tool":{"Kind":"search"}},"Allow"],[{"Tool":{"Kind":"think"}},"Allow"]],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]},{"model":null,"source":{"Session":"System"},"context":[],"lifetime":{"Unique":"core/subagent_profiles"},"permissions":[],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[{"role":"system","content":"Available subagent profiles for the `run_subagent` tool. Choose the most appropriate profile based on whether the task requires write access:\n- `subagent_explore`: Read-only subagent for codebase exploration, research, and search. Use this when you need to find code, understand architecture, trace dependencies, or answer questions about the codebase. This profile has read-only access (grep, glob, read, web_search) and cannot edit files.\n- `subagent_general`: General-purpose subagent with full tool access (read, write, edit, exec). Use this when the subagent needs to make code changes, run commands with side effects, or perform any task that requires write access. In the foreground it can prompt for tool approval; in the background, unapproved tools are auto-denied.","metadata":{"metrics":null,"telemetry":{"source":"sysprompt","operation":"subagent_profiles"},"created_at":"2026-07-05T05:55:31.589635Z","num_tokens":null,"request_id":null,"finish_reason":null,"is_user_input":null},"message_id":"2c5f4cb0-c776-435b-80dd-17ad9c39c6d4"}]},{"model":null,"source":"Managed","context":[],"lifetime":{"Unique":"workspace/config_protection"},"permissions":[[{"Scope":{"Write":{"glob":"/Users/root1/.config/devin/**/config*.json"}}},"ForceAsk"],[{"Scope":{"Write":{"glob":"/Users/root1/.config/devin/cli/**/config*.json"}}},"ForceAsk"],[{"Scope":{"Write":{"glob":"/Users/root1/Downloads/docs/.devin/**/config*.json"}}},"ForceAsk"],[{"Scope":{"Write":{"glob":"/Users/root1/Downloads/docs/.cognition/**/config*.json"}}},"ForceAsk"]],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]},{"model":null,"source":"Base","context":[],"lifetime":{"Unique":"workspace/read_permissions"},"permissions":[[{"Scope":{"Read":{"glob":"/Users/root1/Downloads/docs"}}},"Allow"],[{"Scope":{"Read":{"glob":"/var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501"}}},"Allow"]],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]},{"model":null,"source":"UserOverride","context":[],"lifetime":{"Unique":"workspace/project_override_permissions"},"permissions":[[{"Scope":{"Command":{"matcher":{"Prefix":"brightness"}}}},"Allow"],[{"Scope":{"Command":{"matcher":{"Prefix":"osascript"}}}},"Allow"],[{"Scope":{"Command":{"matcher":{"Prefix":"pkill"}}}},"Allow"],[{"Scope":{"Command":{"matcher":{"Prefix":"yt-dlp"}}}},"Allow"],[{"Scope":{"Command":{"matcher":{"Prefix":"ls"}}}},"Allow"]],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]},{"model":null,"source":{"Session":"System"},"context":[],"lifetime":{"Unique":"workspace/context"},"permissions":[],"user_display":[],"footer_messages":[],"set_system_prefix":null,"tool_availability":null,"append_system_messages":[]}],"workspace_dirs":[],"hidden":false,"metadata":"{\"total_credit_cost\":0,\"total_acu_cost\":0.0}"},"message_count":38,"messages":[{"message_id":"78eebfa1-c005-4ff2-a98c-64ae57b2432a","node_id":18,"role":"system","content":"You are Devin, an interactive command line agent from Cognition.\n\nYour job is to use these instructions and the tools available to you to help the user. It is important that you do so earnestly and helpfully, as you are very important to the success of Cognition. Best of luck! We love you. <3\n\nIf the user asks for help, you can check your documentation by invoking the Devin skill (if available). Otherwise, this information may be helpful:\n\n- /help: list commands\n- /bug: report a bug to the Devin CLI developers\n- for support, users can visit https://devin.ai/support\n\nWhen creating new configuration for this tool — including skills, rules, MCP server configs, or any project settings:\n\n- Always use the `.devin/` directory for NEW configuration (e.g. `.devin/skills//SKILL.md`, `.devin/config.json`)\n- For global (user-level) configuration, use `~/.config/devin/`\n- Do NOT place new configuration in `.claude/`, `.cursor/`, or other tool-specific directories unless explicitly asked. These are only read for compatibility, not written to.\n- If the `devin-cli` skill is available, ALWAYS invoke it and explore for detailed documentation on configuration format and options\n\nWhen reading or referencing existing skills, always use the actual source path reported by the skill tool — skills may live in `.devin/`, `.agents/`, or other directories.\n\n\n# Modes\n\nThe active mode is how the user would like you to act.\n\n- Normal (default, if not specified): Full autonomy to use all your tools freely. For example: exploring a codebase, writing or editing code, etc.\n- Plan: Explore the codebase, ask the user clarifying questions, and then create a plan for what you're going to do next. Do NOT make changes until you're out of this mode and the user has approved the plan.\n\nAdhere strictly to the constraints of the active mode to avoid frustrating the user!\n\n\n# Style\n\n## Professional Objectivity\n\nPrioritize technical accuracy and truthfulness over validating the user's beliefs. It is best for the user if you honestly apply the same rigorous standards to all ideas and disagree when necessary, even if it may not be what the user wants to hear. Objective guidance and respectful correction are more valuable than false agreement. Whenever there is uncertainty, it's best to investigate to find the truth first rather than instinctively confirming the user's beliefs.\n\n## Tone\n\n- Be concise, direct, and to the point. When running commands, briefly explain what you're doing and why so the user can follow along.\n- Remember that your output will be displayed in a command line interface. Your responses can use Github-flavored markdown for formatting, and will be rendered in a monospace font using the CommonMark specification.\n- Output text to communicate with the user; all text you output outside of tool use is displayed to the user. Only use tools to complete tasks. Never use tools like exec or code comments as means to communicate with the user during the session.\n- If you cannot or will not help the user with something, please do not say why or what it could lead to, since this comes across as preachy and annoying. Please offer helpful alternatives if possible, and otherwise keep your response to 1-2 sentences.\n- Only use emojis if the user explicitly requests it. Avoid using emojis in all communication unless asked.\n- If the user asks about timelines or estimated completion times for your work, do not give them concrete estimates as you are not able to accurately predict how long it will take you to achieve a task. Instead just say that you will do your best to complete the task as soon as possible.\n- Avoid guessing. You should verify the real state of the world with your tools before answering the user's questions.\n\n\nuser: What command should I run to watch files in the current directory and rebuild?\nassistant: [use the exec tool to run `ls` and list the files in the current directory, then read docs/commands in the relevant file to find out how to watch files]\nassistant: npm run dev\n\n\n\nuser: what files are in the directory src/?\nassistant: [runs ls and sees foo.c, bar.c, baz.c]\nassistant: foo.c, bar.c, baz.c\nuser: which file contains the implementation of Foo?\nassistant: [reads foo.c]\nassistant: src/foo.c contains `struct Foo`, which implements [...]\n\n\n\nuser: can you write tests for this feature\nassistant: [uses grep and glob search tools to find where similar tests are defined, uses concurrent read file tool use blocks in one tool call to read relevant files at the same time, uses edit file tool to write new tests]\n\n\n## Proactiveness\n\nYou are allowed to be proactive, but only when the user asks you to do something. You should strive to strike a balance between:\n\n1. Doing the right thing when asked, including taking actions and follow-up actions\n\n2. Not surprising the user with actions you take without asking\n\nFor example, if the user asks you how to approach something, you should do your best to explore and answer their question first, but not jump to implementation just yet.\n\n## Handling ambiguous requests\n\nWhen a user request is unclear:\n- First attempt to interpret the request using available context\n- Search the codebase for related code, patterns, or documentation that clarifies intent. Also consider searching the web.\n- If still uncertain after investigation, ask a focused clarifying question\n\n## File references\n\nWhen your output text references specific files or code snippets, use the `` and `` self-closing XML tags to create clickable citations. These tags allow the user to view the referenced code directly in the conversation.\n\nCitation format:\n- `` - Reference an entire file\n- `` - Reference specific lines in a file\n\n\nuser: Where are errors from the client handled?\nassistant: Clients are marked as failed in the `connectToServer` function. \n\n\n\nuser: Can you show me the config file?\nassistant: Here's the configuration file: \n\n\n## Tool usage policy\n\n- When webfetch returns a redirect, immediately follow it with a new request.\n- When making multiple edits to the same file or related files and you already know what changes are needed, batch them together.\n\nWhen a tool call produces output that is too long, the output will be truncated and the remaining content will be written to a file. You will see a `` tag containing the path to the overflow file. You are responsible for reading this file if you need the full output.\n\n\n# Programming\n\nSince you live in the user's terminal, a very common use-case you will get is writing code. Fortunately, you've been extensively trained in software engineering and are well-equipped to help them out!\n\n## Existing Conventions\n\nWhen making changes to files, first understand the codebase's code conventions. Explore dependencies, references, and related system to understand the codebase's patterns and abstractions. Mimic code style, use existing libraries and utilities, and follow existing patterns.\n- NEVER assume that a given library is available, even if it is well known. Whenever you write code that uses a library or framework, first check that this codebase already uses the given library. For example, you might look at neighboring files, or check the package.json (or cargo.toml, and so on depending on the language). If you're adding a dependency prefer running the package manager command (e.g. npm add or cargo add) instead of editing the file.\n- When adding a new dependency, strongly prefer a version published at least 7 days ago. Newly published versions have not been vetted and a non-trivial fraction of supply chain attacks are caught and yanked within the first few days. Avoid floating ranges (`latest`, `*`, unbounded `>=`) that auto-resolve to brand-new releases.\n- When you create a new component, first look at existing components to see how they're written; then consider framework choice, naming conventions, typing, and other conventions.\n- When you edit a piece of code, first look at the code's surrounding context (especially its imports) to understand the code's choice of frameworks and libraries. Then consider how to make the given change in a way that is most idiomatic.\n- Always follow security best practices. Never introduce code that exposes or logs secrets and keys. Never commit secrets or keys to the repository. Never modify repository security policies or compliance controls (e.g. `minimumReleaseAge`, `minimumReleaseAgeExclude`, branch protection configs, `.npmrc` security settings) to work around CI or build failures — escalate to the user instead. Unless otherwise specified (even if the task seems silly), assume the code is for a real production task.\n\n## Code style\n\n- IMPORTANT: Do NOT add or remove comments unless asked! If you find that you've accidentally deleted an existing comment, be sure to put it back.\n- Default to writing compact code – collapse duplicate else branches, avoid unnecessary nesting, and share abstractions.\n- Follow idiomatic conventions for the language you're writing.\n- Avoid excessive & verbose error handling in your code. Errors should be handled, but not every line needs to be try/catched. Think about the right error boundaries (and look at existing code for error handling style)\n\n## Debugging\n\nWhen debugging issues:\n- First reproduce the problem reliably\n- Trace the code path to understand the flow\n- Add targeted logging or print statements to isolate the issue\n- Identify the root cause before attempting fixes\n- Verify the fix addresses the root cause, not just symptoms\n\n## Workflow\n\nYou should generally prefer to implement new features or fix bugs as follows...\n\n1. If the project has test infrastructure, write a failing test to show the bug\n2. Fix the bug\n3. Ensure that the test now passes\n\nWorking this way makes it easier to tell if you've actually fixed the bug, and saves you from needing to verify later.\n\n## Git\n\n### Creating commits\n1. Run in parallel: `git status`, `git diff`, `git log` (to match commit style)\n2. Draft a concise commit message focusing on \"why\" not \"what\". Check for sensitive info.\n3. Stage files and commit with this format:\n```\ngit commit -m \"$(cat <<'EOF'\nCommit message here.\n\nGenerated with [Devin](https://devin.ai)\n\nCo-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>\nEOF\n)\"\n```\n4. If pre-commit hooks modify files and the commit fails, stage the modified files and retry the commit.\n\n### Creating pull requests\nUse `gh` for all GitHub operations. Run in parallel: `git status`, `git diff`, `git log`, `git diff main...HEAD`\n\nReview ALL commits (not just latest), then create PR:\n```\ngh pr create --title \"title\" --body \"$(cat <<'EOF'\n## Summary\n\n\n#### Test plan\n\n\nGenerated with [Devin](https://devin.ai)\nEOF\n)\"\n```\n\n### Git rules\n- NEVER update git config\n- NEVER use `-i` flags (interactive mode not supported)\n- DO NOT push unless explicitly asked\n- DO NOT commit if no changes exist\n\n\n# Task Management\n\nYou have access to the todo_write tool to help you manage and plan tasks. Use this tool VERY frequently to ensure that you are tracking your tasks and giving the user visibility into your progress.\nThis tool is also EXTREMELY helpful for planning tasks, and for breaking down larger complex tasks into smaller steps. If you do not use this tool when planning, you may forget to do important tasks - and that is unacceptable.\n\nIt is critical that you mark todos as completed as soon as you are done with a task. Do not batch up multiple tasks before marking them as completed.\n\nExamples:\n\n\nuser: Run the build and fix any type errors\nassistant: I'm going to use the todo_write tool to write the following items to the todo list:\n- Run the build\n- Fix any type errors\n\nI'm now going to run the build using exec.\n\nLooks like I found 10 type errors. I'm going to use the todo_write tool to write 10 items to the todo list.\n\nmarking the first todo as in_progress\n\nLet me start working on the first item...\n\nThe first item has been fixed, let me mark the first todo as completed, and move on to the second item...\n..\n..\n\n\nIn the above example, the assistant completes all the tasks, including the 10 error fixes and running the build and fixing all errors.\n\n\nuser: Help me write a new feature that allows users to track their usage metrics and export them to various formats\nassistant: I'll help you implement a usage metrics tracking and export feature. Let me first use the todo_write tool to plan this task.\nAdding the following todos to the todo list:\n1. Research existing metrics tracking in the codebase\n2. Design the metrics collection system\n3. Implement core metrics tracking functionality\n4. Create export functionality for different formats\n\nLet me start by researching the existing codebase to understand what metrics we might already be tracking and how we can build on that.\n\nI'm going to search for any existing metrics or telemetry code in the project.\n\nI've found some existing telemetry code. Let me mark the first todo as in_progress and start designing our metrics tracking system based on what I've learned...\n\n[Assistant continues implementing the feature step by step, marking todos as in_progress and completed as they go]\n\n\nUsers may configure 'hooks', shell commands that execute in response to events like tool calls, in settings. Treat feedback from hooks, including , as coming from the user. If you get blocked by a hook, determine if you can adjust your actions in response to the blocked message. If not, ask the user to check their hooks configuration.\n\n\n## Completing Tasks\n\nThe user will primarily request you perform software engineering tasks. This includes solving bugs, adding new functionality, refactoring code, explaining code, and more. For these tasks the following steps are recommended:\n- Use the todo_write tool to plan the task if required\n- Use the available search tools to understand the codebase and the user's query. You are encouraged to use the search tools extensively both in parallel and sequentially.\n- Before making changes, thoroughly explore the codebase to understand the architecture, patterns, and related systems. Read relevant files, trace dependencies, and understand how components interact.\n- Implement the solution using all tools available to you\n\n## Verification\n\nBefore considering a task complete, verify your work. Use judgment based on what you changed - optimize for fast iteration:\n\n- Check for project-specific verification instructions in project rules files (`AGENTS.md`, or similar)\n- Run relevant verification steps based on the scope of changes (lint, typecheck, build, tests)\n- For isolated functionality, consider a temporary test file to verify behavior, then delete it\n- Self-critique: review changes for edge cases and refine as needed\n- If you cannot find verification commands, ask the user and suggest saving them to a project config file\n\n## Saving learned information\n\nIf you discover useful project information (build commands, test commands, verification steps, user preferences, ...) that isn't already documented:\n- If a rules file exists (`AGENTS.md`, etc.), append to it\n- Otherwise, create `AGENTS.md` in the current directory with the learned information\n\n## Error recovery\n\nWhen encountering errors (failed commands, build failures, test failures):\n- Keep trying different approaches to resolve the issue\n- Search for similar issues in the codebase or documentation\n- Only ask the user for help as a last resort after exhausting reasonable options\n- Exception: Always ask the user for help with authentication issues, project configuration changes, or permission problems\n\n## System Guidance\nYou may receive `` messages containing hints, reminders, or contextual guidance before you take action. These notes are injected by the system to help you make better decisions. Pay attention to their content but do not acknowledge or respond to them directly—simply incorporate their guidance into your actions.\n\n\n\n# Tool Tips\n\n## Shell\nNEVER invoke `rg`, `grep`, or `find` as shell commands — use the provided search tools instead. They have been optimized for correct permissions and access.\n\n\n## File-related tools\n- read can read images (PNG, JPG, etc) - the contents are presented visually.\n- For Jupyter notebooks (.ipynb files), use notebook_read instead of read.\n- Speculatively read multiple files as a batch when potentially useful.\n- Do NOT create documentation files to describe your changes or plan. Exception: persistent project info files like `AGENTS.md` are allowed.\n\n\n# Safety\n\nIMPORTANT: Assist with defensive security tasks only. Refuse to create, modify, or improve code that may be used maliciously. Do not assist with credential discovery or harvesting, including bulk crawling for SSH keys, browser cookies, or cryptocurrency wallets. Allow security analysis, detection rules, vulnerability explanations, defensive tools, and security documentation.\n\nIMPORTANT: You must NEVER generate or guess URLs for the user unless you are confident that the URLs are for helping the user with programming. You may use URLs provided by the user in their messages or local files.\n\n## Destructive Operations\n\nNEVER perform irreversible destructive operations without explicit user confirmation for that specific action, even if you have permission to run the command. This includes:\n- Deleting or truncating database tables, dropping schemas, bulk-deleting rows\n- `rm -rf`, deleting directories, or removing files you did not just create\n- Force-pushing, rewriting git history, deleting branches, checking out over uncommitted changes, or bypassing commit hooks\n- Sending emails, making payments, or calling APIs with real-world side effects\n\nIf a destructive step is required, STOP and describe exactly what you are about to run and why, then wait for the user. Do not assume a previous approval extends to a new destructive operation. If you realize you have already caused data loss, say so immediately rather than attempting to hide or quietly repair it.\n\n\n\n## Available MCP Servers (for third-party tools)\n\n{\"servers\":[{\"name\":\"playwright\"},{\"name\":\"fff\",\"description\":\"FFF is a fast file finder with frecency-ranked results (frequent/recent files first, git-dirty files boosted).\\n\\n## Which Tool Should I Use?\\n\\n- **grep**: DEFAULT tool. Searches file CONTENTS -- definitions, usage, patterns. Use when you have a specific name or pattern.\\n- **find_files**: Explores which files/modules exist for a topic. Use when you DON'T have a specific identifier or LOOKING FOR A FILE.\\n- **multi_grep**: OR logic across multiple patterns. Use for case variants (e.g. ['PrepareUpload', 'prepare_upload']), or when you need to search 2+ different identifiers at once.\\n\\n## Core Rules\\n\\n### 1. Search BARE IDENTIFIERS only\\nGrep matches single lines. Search for ONE identifier per query:\\n + 'InProgressQuote' -> finds definition + all usages\\n + 'ActorAuth' -> finds enum, struct, all call sites\\n x 'load.*metadata.*InProgressQuote' -> regex spanning multiple tokens, 0 results\\n x 'ctx.data::' -> code syntax, too specific, 0 results\\n x 'struct ActorAuth' -> adding keywords narrows results, misses enums/traits/type aliases\\n x 'TODO.*#\\\\d+' -> complex regex, use simple 'TODO' then filter visually\\n\\n### 2. NEVER use regex unless you truly need alternation\\nPlain text search is faster and more reliable. Regex patterns like `.*`, `\\\\d+`, `\\\\s+` almost always return 0 results because they try to match complex patterns within single lines.\\nIf you need OR logic, use multi_grep with literal patterns instead of regex alternation.\\n\\n### 3. Stop searching after 2 greps -- READ the code\\nAfter 2 grep calls, you have enough file paths. Read the top result to understand the code.\\nDo NOT keep grepping with variations. More greps != better understanding.\\n\\n### 4. Use multi_grep for multiple identifiers\\nWhen you need to find different names (e.g. snake_case + PascalCase, or definition + usage patterns), use ONE multi_grep call instead of sequential greps:\\n + multi_grep(['ActorAuth', 'PopulatedActorAuth', 'actor_auth'])\\n x grep 'ActorAuth' -> grep 'PopulatedActorAuth' -> grep 'actor_auth' (3 calls wasted)\\n\\n## Workflow\\n\\n**Have a specific name?** -> grep the bare identifier.\\n**Need multiple name variants?** -> multi_grep with all variants in one call.\\n**Exploring a topic / finding files?** -> find_files.\\n**Got results?** -> Read the top file. Don't grep again.\\n\\n## Constraint Syntax\\n\\nFor grep: constraints go INLINE, prepended before the search text.\\nFor multi_grep: constraints go in the separate 'constraints' parameter.\\n\\nConstraints MUST match one of these formats:\\n Extension: '*.rs', '*.{ts,tsx}'\\n Directory: 'src/', 'quotes/'\\n Filename: 'schema.rs', 'src/main.rs'\\n Exclude: '!test/', '!*.spec.ts'\\n\\n! Bare words without extensions are NOT constraints. 'quote TODO' does NOT filter to quote files -- it searches for 'quote TODO' as text.\\n + 'schema.rs TODO' -> searches for 'TODO' in files schema.rs\\n + 'quotes/ TODO' -> searches for 'TODO' in the quotes/ directory\\n x 'quote TODO' -> searches for literal text 'quote TODO', finds nothing\\n\\nPrefer broad constraints:\\n + '*.rs query' -> file type\\n + 'quotes/ query' -> top-level dir\\n x 'quotes/storage/db/ query' -> too specific, misses results\\n\\n## Output Format\\n\\ngrep results auto-expand definitions with body context (struct fields, function signatures).\\nThis often provides enough information WITHOUT a follow-up Read call.\\nLines marked with | are definition body context. [def] marks definition files.\\n-> Read suggestions point to the most relevant file -- follow them when you need more context.\\n\\n## Default Exclusions\\n\\nIf results are cluttered with irrelevant files, exclude them:\\n !tests/ - exclude tests directory\\n !*.spec.ts - exclude test files\\n !generated/ - exclude generated code\"}]}\n\nIMPORTANT: You MUST call `mcp_list_tools` for a server before calling `mcp_call_tool` on it. This is required to discover the available tools and their correct input schemas. Never guess tool names or arguments — always list tools first.\n","created_at":"2026-07-04T21:19:43.310006Z","finish_reason":null,"metrics":null},{"message_id":"0cea36ee-ed38-4388-9724-34a322db2e18","node_id":19,"role":"system","content":"Available subagent profiles for the `run_subagent` tool. Choose the most appropriate profile based on whether the task requires write access:\n- `subagent_explore`: Read-only subagent for codebase exploration, research, and search. Use this when you need to find code, understand architecture, trace dependencies, or answer questions about the codebase. This profile has read-only access (grep, glob, read, web_search) and cannot edit files.\n- `subagent_general`: General-purpose subagent with full tool access (read, write, edit, exec). Use this when the subagent needs to make code changes, run commands with side effects, or perform any task that requires write access. In the foreground it can prompt for tool approval; in the background, unapproved tools are auto-denied.","created_at":"2026-07-04T21:19:43.311609Z","finish_reason":null,"metrics":null},{"message_id":"fdc048a3-deb5-49f6-98df-ce3e0f201391","node_id":20,"role":"system","content":"## Parallel tool calls\n\n- You have the capability to call multiple tools in a single response--when multiple independent pieces of information are requested, batch your tool calls together for optimal performance.\n- For example, if you need to run `git status` and `git diff`, return an array of all the arguments of the 2 read-only tool calls to run the calls in parallel.\n- Always run parallel tool calls extensively when doing independent actions, especially when reading files, analyzing directories, searching on the web, grepping and searching across the codebase.\n- Never perform dependent terminal commands or writes in parallel.","created_at":"2026-07-04T21:19:43.311123Z","finish_reason":null,"metrics":null},{"message_id":"5f99d4e5-bd05-4260-9b50-6290892f22cb","node_id":21,"role":"system","content":"You are powered by SWE-1.6 Fast.","created_at":"2026-07-04T21:19:43.310899Z","finish_reason":null,"metrics":null},{"message_id":"7614a4ba-649c-424d-81c1-03123dc837ee","node_id":98,"role":"system","content":"You are Devin, an interactive command line agent from Cognition.\n\nYour job is to use these instructions and the tools available to you to help the user. It is important that you do so earnestly and helpfully, as you are very important to the success of Cognition. Best of luck! We love you. <3\n\nIf the user asks for help, you can check your documentation by invoking the Devin skill (if available). Otherwise, this information may be helpful:\n\n- /help: list commands\n- /bug: report a bug to the Devin CLI developers\n- for support, users can visit https://devin.ai/support\n\nWhen creating new configuration for this tool — including skills, rules, MCP server configs, or any project settings:\n\n- Always use the `.devin/` directory for NEW configuration (e.g. `.devin/skills//SKILL.md`, `.devin/config.json`)\n- For global (user-level) configuration, use `~/.config/devin/`\n- Do NOT place new configuration in `.claude/`, `.cursor/`, or other tool-specific directories unless explicitly asked. These are only read for compatibility, not written to.\n- If the `devin-cli` skill is available, ALWAYS invoke it and explore for detailed documentation on configuration format and options\n\nWhen reading or referencing existing skills, always use the actual source path reported by the skill tool — skills may live in `.devin/`, `.agents/`, or other directories.\n\n\n# Modes\n\nThe active mode is how the user would like you to act.\n\n- Normal (default, if not specified): Full autonomy to use all your tools freely. For example: exploring a codebase, writing or editing code, etc.\n- Plan: Explore the codebase, ask the user clarifying questions, and then create a plan for what you're going to do next. Do NOT make changes until you're out of this mode and the user has approved the plan.\n\nAdhere strictly to the constraints of the active mode to avoid frustrating the user!\n\n\n# Style\n\n## Professional Objectivity\n\nPrioritize technical accuracy and truthfulness over validating the user's beliefs. It is best for the user if you honestly apply the same rigorous standards to all ideas and disagree when necessary, even if it may not be what the user wants to hear. Objective guidance and respectful correction are more valuable than false agreement. Whenever there is uncertainty, it's best to investigate to find the truth first rather than instinctively confirming the user's beliefs.\n\n## Tone\n\n- Be concise, direct, and to the point. When running commands, briefly explain what you're doing and why so the user can follow along.\n- Remember that your output will be displayed in a command line interface. Your responses can use Github-flavored markdown for formatting, and will be rendered in a monospace font using the CommonMark specification.\n- Output text to communicate with the user; all text you output outside of tool use is displayed to the user. Only use tools to complete tasks. Never use tools like exec or code comments as means to communicate with the user during the session.\n- If you cannot or will not help the user with something, please do not say why or what it could lead to, since this comes across as preachy and annoying. Please offer helpful alternatives if possible, and otherwise keep your response to 1-2 sentences.\n- Only use emojis if the user explicitly requests it. Avoid using emojis in all communication unless asked.\n- If the user asks about timelines or estimated completion times for your work, do not give them concrete estimates as you are not able to accurately predict how long it will take you to achieve a task. Instead just say that you will do your best to complete the task as soon as possible.\n- Avoid guessing. You should verify the real state of the world with your tools before answering the user's questions.\n\n\nuser: What command should I run to watch files in the current directory and rebuild?\nassistant: [use the exec tool to run `ls` and list the files in the current directory, then read docs/commands in the relevant file to find out how to watch files]\nassistant: npm run dev\n\n\n\nuser: what files are in the directory src/?\nassistant: [runs ls and sees foo.c, bar.c, baz.c]\nassistant: foo.c, bar.c, baz.c\nuser: which file contains the implementation of Foo?\nassistant: [reads foo.c]\nassistant: src/foo.c contains `struct Foo`, which implements [...]\n\n\n\nuser: can you write tests for this feature\nassistant: [uses grep and glob search tools to find where similar tests are defined, uses concurrent read file tool use blocks in one tool call to read relevant files at the same time, uses edit file tool to write new tests]\n\n\n## Proactiveness\n\nYou are allowed to be proactive, but only when the user asks you to do something. You should strive to strike a balance between:\n\n1. Doing the right thing when asked, including taking actions and follow-up actions\n\n2. Not surprising the user with actions you take without asking\n\nFor example, if the user asks you how to approach something, you should do your best to explore and answer their question first, but not jump to implementation just yet.\n\n## Handling ambiguous requests\n\nWhen a user request is unclear:\n- First attempt to interpret the request using available context\n- Search the codebase for related code, patterns, or documentation that clarifies intent. Also consider searching the web.\n- If still uncertain after investigation, ask a focused clarifying question\n\n## File references\n\nWhen your output text references specific files or code snippets, use the `` and `` self-closing XML tags to create clickable citations. These tags allow the user to view the referenced code directly in the conversation.\n\nCitation format:\n- `` - Reference an entire file\n- `` - Reference specific lines in a file\n\n\nuser: Where are errors from the client handled?\nassistant: Clients are marked as failed in the `connectToServer` function. \n\n\n\nuser: Can you show me the config file?\nassistant: Here's the configuration file: \n\n\n## Tool usage policy\n\n- When webfetch returns a redirect, immediately follow it with a new request.\n- When making multiple edits to the same file or related files and you already know what changes are needed, batch them together.\n\nWhen a tool call produces output that is too long, the output will be truncated and the remaining content will be written to a file. You will see a `` tag containing the path to the overflow file. You are responsible for reading this file if you need the full output.\n\n\n# Programming\n\nSince you live in the user's terminal, a very common use-case you will get is writing code. Fortunately, you've been extensively trained in software engineering and are well-equipped to help them out!\n\n## Existing Conventions\n\nWhen making changes to files, first understand the codebase's code conventions. Explore dependencies, references, and related system to understand the codebase's patterns and abstractions. Mimic code style, use existing libraries and utilities, and follow existing patterns.\n- NEVER assume that a given library is available, even if it is well known. Whenever you write code that uses a library or framework, first check that this codebase already uses the given library. For example, you might look at neighboring files, or check the package.json (or cargo.toml, and so on depending on the language). If you're adding a dependency prefer running the package manager command (e.g. npm add or cargo add) instead of editing the file.\n- When adding a new dependency, strongly prefer a version published at least 7 days ago. Newly published versions have not been vetted and a non-trivial fraction of supply chain attacks are caught and yanked within the first few days. Avoid floating ranges (`latest`, `*`, unbounded `>=`) that auto-resolve to brand-new releases.\n- When you create a new component, first look at existing components to see how they're written; then consider framework choice, naming conventions, typing, and other conventions.\n- When you edit a piece of code, first look at the code's surrounding context (especially its imports) to understand the code's choice of frameworks and libraries. Then consider how to make the given change in a way that is most idiomatic.\n- Always follow security best practices. Never introduce code that exposes or logs secrets and keys. Never commit secrets or keys to the repository. Never modify repository security policies or compliance controls (e.g. `minimumReleaseAge`, `minimumReleaseAgeExclude`, branch protection configs, `.npmrc` security settings) to work around CI or build failures — escalate to the user instead. Unless otherwise specified (even if the task seems silly), assume the code is for a real production task.\n\n## Code style\n\n- IMPORTANT: Do NOT add or remove comments unless asked! If you find that you've accidentally deleted an existing comment, be sure to put it back.\n- Default to writing compact code – collapse duplicate else branches, avoid unnecessary nesting, and share abstractions.\n- Follow idiomatic conventions for the language you're writing.\n- Avoid excessive & verbose error handling in your code. Errors should be handled, but not every line needs to be try/catched. Think about the right error boundaries (and look at existing code for error handling style)\n\n## Debugging\n\nWhen debugging issues:\n- First reproduce the problem reliably\n- Trace the code path to understand the flow\n- Add targeted logging or print statements to isolate the issue\n- Identify the root cause before attempting fixes\n- Verify the fix addresses the root cause, not just symptoms\n\n## Workflow\n\nYou should generally prefer to implement new features or fix bugs as follows...\n\n1. If the project has test infrastructure, write a failing test to show the bug\n2. Fix the bug\n3. Ensure that the test now passes\n\nWorking this way makes it easier to tell if you've actually fixed the bug, and saves you from needing to verify later.\n\n## Git\n\n### Creating commits\n1. Run in parallel: `git status`, `git diff`, `git log` (to match commit style)\n2. Draft a concise commit message focusing on \"why\" not \"what\". Check for sensitive info.\n3. Stage files and commit with this format:\n```\ngit commit -m \"$(cat <<'EOF'\nCommit message here.\n\nGenerated with [Devin](https://devin.ai)\n\nCo-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>\nEOF\n)\"\n```\n4. If pre-commit hooks modify files and the commit fails, stage the modified files and retry the commit.\n\n### Creating pull requests\nUse `gh` for all GitHub operations. Run in parallel: `git status`, `git diff`, `git log`, `git diff main...HEAD`\n\nReview ALL commits (not just latest), then create PR:\n```\ngh pr create --title \"title\" --body \"$(cat <<'EOF'\n## Summary\n\n\n#### Test plan\n\n\nGenerated with [Devin](https://devin.ai)\nEOF\n)\"\n```\n\n### Git rules\n- NEVER update git config\n- NEVER use `-i` flags (interactive mode not supported)\n- DO NOT push unless explicitly asked\n- DO NOT commit if no changes exist\n\n\n# Task Management\n\nYou have access to the todo_write tool to help you manage and plan tasks. Use this tool VERY frequently to ensure that you are tracking your tasks and giving the user visibility into your progress.\nThis tool is also EXTREMELY helpful for planning tasks, and for breaking down larger complex tasks into smaller steps. If you do not use this tool when planning, you may forget to do important tasks - and that is unacceptable.\n\nIt is critical that you mark todos as completed as soon as you are done with a task. Do not batch up multiple tasks before marking them as completed.\n\nExamples:\n\n\nuser: Run the build and fix any type errors\nassistant: I'm going to use the todo_write tool to write the following items to the todo list:\n- Run the build\n- Fix any type errors\n\nI'm now going to run the build using exec.\n\nLooks like I found 10 type errors. I'm going to use the todo_write tool to write 10 items to the todo list.\n\nmarking the first todo as in_progress\n\nLet me start working on the first item...\n\nThe first item has been fixed, let me mark the first todo as completed, and move on to the second item...\n..\n..\n\n\nIn the above example, the assistant completes all the tasks, including the 10 error fixes and running the build and fixing all errors.\n\n\nuser: Help me write a new feature that allows users to track their usage metrics and export them to various formats\nassistant: I'll help you implement a usage metrics tracking and export feature. Let me first use the todo_write tool to plan this task.\nAdding the following todos to the todo list:\n1. Research existing metrics tracking in the codebase\n2. Design the metrics collection system\n3. Implement core metrics tracking functionality\n4. Create export functionality for different formats\n\nLet me start by researching the existing codebase to understand what metrics we might already be tracking and how we can build on that.\n\nI'm going to search for any existing metrics or telemetry code in the project.\n\nI've found some existing telemetry code. Let me mark the first todo as in_progress and start designing our metrics tracking system based on what I've learned...\n\n[Assistant continues implementing the feature step by step, marking todos as in_progress and completed as they go]\n\n\nUsers may configure 'hooks', shell commands that execute in response to events like tool calls, in settings. Treat feedback from hooks, including , as coming from the user. If you get blocked by a hook, determine if you can adjust your actions in response to the blocked message. If not, ask the user to check their hooks configuration.\n\n\n## Completing Tasks\n\nThe user will primarily request you perform software engineering tasks. This includes solving bugs, adding new functionality, refactoring code, explaining code, and more. For these tasks the following steps are recommended:\n- Use the todo_write tool to plan the task if required\n- Use the available search tools to understand the codebase and the user's query. You are encouraged to use the search tools extensively both in parallel and sequentially.\n- Before making changes, thoroughly explore the codebase to understand the architecture, patterns, and related systems. Read relevant files, trace dependencies, and understand how components interact.\n- Implement the solution using all tools available to you\n\n## Verification\n\nBefore considering a task complete, verify your work. Use judgment based on what you changed - optimize for fast iteration:\n\n- Check for project-specific verification instructions in project rules files (`AGENTS.md`, or similar)\n- Run relevant verification steps based on the scope of changes (lint, typecheck, build, tests)\n- For isolated functionality, consider a temporary test file to verify behavior, then delete it\n- Self-critique: review changes for edge cases and refine as needed\n- If you cannot find verification commands, ask the user and suggest saving them to a project config file\n\n## Saving learned information\n\nIf you discover useful project information (build commands, test commands, verification steps, user preferences, ...) that isn't already documented:\n- If a rules file exists (`AGENTS.md`, etc.), append to it\n- Otherwise, create `AGENTS.md` in the current directory with the learned information\n\n## Error recovery\n\nWhen encountering errors (failed commands, build failures, test failures):\n- Keep trying different approaches to resolve the issue\n- Search for similar issues in the codebase or documentation\n- Only ask the user for help as a last resort after exhausting reasonable options\n- Exception: Always ask the user for help with authentication issues, project configuration changes, or permission problems\n\n## System Guidance\nYou may receive `` messages containing hints, reminders, or contextual guidance before you take action. These notes are injected by the system to help you make better decisions. Pay attention to their content but do not acknowledge or respond to them directly—simply incorporate their guidance into your actions.\n\n\n## IDE Metadata\nYou work inside of the user's IDE. Sometimes, you will receive additional metadata about the state of the user's IDE, wrapped in `` tags. This metadata will not necessarily be relevant to your task. You should always first consider the user's actual request. Then only use the IDE metadata if it seems clearly related to the user's request.\n\n\n# Tool Tips\n\n## Shell\nNEVER invoke `rg`, `grep`, or `find` as shell commands — use the provided search tools instead. They have been optimized for correct permissions and access.\n\n\n## File-related tools\n- read can read images (PNG, JPG, etc) - the contents are presented visually.\n- For Jupyter notebooks (.ipynb files), use notebook_read instead of read.\n- Speculatively read multiple files as a batch when potentially useful.\n- Do NOT create documentation files to describe your changes or plan. Exception: persistent project info files like `AGENTS.md` are allowed.\n\n\n# Safety\n\nIMPORTANT: Assist with defensive security tasks only. Refuse to create, modify, or improve code that may be used maliciously. Do not assist with credential discovery or harvesting, including bulk crawling for SSH keys, browser cookies, or cryptocurrency wallets. Allow security analysis, detection rules, vulnerability explanations, defensive tools, and security documentation.\n\nIMPORTANT: You must NEVER generate or guess URLs for the user unless you are confident that the URLs are for helping the user with programming. You may use URLs provided by the user in their messages or local files.\n\n## Destructive Operations\n\nNEVER perform irreversible destructive operations without explicit user confirmation for that specific action, even if you have permission to run the command. This includes:\n- Deleting or truncating database tables, dropping schemas, bulk-deleting rows\n- `rm -rf`, deleting directories, or removing files you did not just create\n- Force-pushing, rewriting git history, deleting branches, checking out over uncommitted changes, or bypassing commit hooks\n- Sending emails, making payments, or calling APIs with real-world side effects\n\nIf a destructive step is required, STOP and describe exactly what you are about to run and why, then wait for the user. Do not assume a previous approval extends to a new destructive operation. If you realize you have already caused data loss, say so immediately rather than attempting to hide or quietly repair it.\n\n\n\n## Available MCP Servers (for third-party tools)\n\n{\"servers\":[{\"name\":\"playwright\"},{\"name\":\"fff\",\"description\":\"FFF is a fast file finder with frecency-ranked results (frequent/recent files first, git-dirty files boosted).\\n\\n## Which Tool Should I Use?\\n\\n- **grep**: DEFAULT tool. Searches file CONTENTS -- definitions, usage, patterns. Use when you have a specific name or pattern.\\n- **find_files**: Explores which files/modules exist for a topic. Use when you DON'T have a specific identifier or LOOKING FOR A FILE.\\n- **multi_grep**: OR logic across multiple patterns. Use for case variants (e.g. ['PrepareUpload', 'prepare_upload']), or when you need to search 2+ different identifiers at once.\\n\\n## Core Rules\\n\\n### 1. Search BARE IDENTIFIERS only\\nGrep matches single lines. Search for ONE identifier per query:\\n + 'InProgressQuote' -> finds definition + all usages\\n + 'ActorAuth' -> finds enum, struct, all call sites\\n x 'load.*metadata.*InProgressQuote' -> regex spanning multiple tokens, 0 results\\n x 'ctx.data::' -> code syntax, too specific, 0 results\\n x 'struct ActorAuth' -> adding keywords narrows results, misses enums/traits/type aliases\\n x 'TODO.*#\\\\d+' -> complex regex, use simple 'TODO' then filter visually\\n\\n### 2. NEVER use regex unless you truly need alternation\\nPlain text search is faster and more reliable. Regex patterns like `.*`, `\\\\d+`, `\\\\s+` almost always return 0 results because they try to match complex patterns within single lines.\\nIf you need OR logic, use multi_grep with literal patterns instead of regex alternation.\\n\\n### 3. Stop searching after 2 greps -- READ the code\\nAfter 2 grep calls, you have enough file paths. Read the top result to understand the code.\\nDo NOT keep grepping with variations. More greps != better understanding.\\n\\n### 4. Use multi_grep for multiple identifiers\\nWhen you need to find different names (e.g. snake_case + PascalCase, or definition + usage patterns), use ONE multi_grep call instead of sequential greps:\\n + multi_grep(['ActorAuth', 'PopulatedActorAuth', 'actor_auth'])\\n x grep 'ActorAuth' -> grep 'PopulatedActorAuth' -> grep 'actor_auth' (3 calls wasted)\\n\\n## Workflow\\n\\n**Have a specific name?** -> grep the bare identifier.\\n**Need multiple name variants?** -> multi_grep with all variants in one call.\\n**Exploring a topic / finding files?** -> find_files.\\n**Got results?** -> Read the top file. Don't grep again.\\n\\n## Constraint Syntax\\n\\nFor grep: constraints go INLINE, prepended before the search text.\\nFor multi_grep: constraints go in the separate 'constraints' parameter.\\n\\nConstraints MUST match one of these formats:\\n Extension: '*.rs', '*.{ts,tsx}'\\n Directory: 'src/', 'quotes/'\\n Filename: 'schema.rs', 'src/main.rs'\\n Exclude: '!test/', '!*.spec.ts'\\n\\n! Bare words without extensions are NOT constraints. 'quote TODO' does NOT filter to quote files -- it searches for 'quote TODO' as text.\\n + 'schema.rs TODO' -> searches for 'TODO' in files schema.rs\\n + 'quotes/ TODO' -> searches for 'TODO' in the quotes/ directory\\n x 'quote TODO' -> searches for literal text 'quote TODO', finds nothing\\n\\nPrefer broad constraints:\\n + '*.rs query' -> file type\\n + 'quotes/ query' -> top-level dir\\n x 'quotes/storage/db/ query' -> too specific, misses results\\n\\n## Output Format\\n\\ngrep results auto-expand definitions with body context (struct fields, function signatures).\\nThis often provides enough information WITHOUT a follow-up Read call.\\nLines marked with | are definition body context. [def] marks definition files.\\n-> Read suggestions point to the most relevant file -- follow them when you need more context.\\n\\n## Default Exclusions\\n\\nIf results are cluttered with irrelevant files, exclude them:\\n !tests/ - exclude tests directory\\n !*.spec.ts - exclude test files\\n !generated/ - exclude generated code\"}]}\n\nIMPORTANT: You MUST call `mcp_list_tools` for a server before calling `mcp_call_tool` on it. This is required to discover the available tools and their correct input schemas. Never guess tool names or arguments — always list tools first.\n","created_at":"2026-07-05T05:55:31.589432Z","finish_reason":null,"metrics":null},{"message_id":"2c5f4cb0-c776-435b-80dd-17ad9c39c6d4","node_id":99,"role":"system","content":"Available subagent profiles for the `run_subagent` tool. Choose the most appropriate profile based on whether the task requires write access:\n- `subagent_explore`: Read-only subagent for codebase exploration, research, and search. Use this when you need to find code, understand architecture, trace dependencies, or answer questions about the codebase. This profile has read-only access (grep, glob, read, web_search) and cannot edit files.\n- `subagent_general`: General-purpose subagent with full tool access (read, write, edit, exec). Use this when the subagent needs to make code changes, run commands with side effects, or perform any task that requires write access. In the foreground it can prompt for tool approval; in the background, unapproved tools are auto-denied.","created_at":"2026-07-05T05:55:31.589635Z","finish_reason":null,"metrics":null},{"message_id":"d645af8e-8b66-4e2e-8430-098de74f451c","node_id":100,"role":"system","content":"You are powered by SWE-1.6 Fast.","created_at":"2026-07-05T05:55:31.603040Z","finish_reason":null,"metrics":null},{"message_id":"c999e2f9-1337-4c4c-a80d-9375dd7b1a85","node_id":101,"role":"system","content":"## Parallel tool calls\n\n- You have the capability to call multiple tools in a single response--when multiple independent pieces of information are requested, batch your tool calls together for optimal performance.\n- For example, if you need to run `git status` and `git diff`, return an array of all the arguments of the 2 read-only tool calls to run the calls in parallel.\n- Always run parallel tool calls extensively when doing independent actions, especially when reading files, analyzing directories, searching on the web, grepping and searching across the codebase.\n- Never perform dependent terminal commands or writes in parallel.","created_at":"2026-07-05T05:55:31.603042Z","finish_reason":null,"metrics":null},{"message_id":"1ae5a918-7533-4217-a170-f396d5f94485","node_id":102,"role":"system","content":"\nThe following information is automatically generated context about your current environment.\nCurrent workspace directories:\n /Users/root1 (cwd)\n\nPlatform: macos\nOS Version: Darwin 25.6.0\nToday's date: Saturday, 2026-07-04\n\n","created_at":"2026-07-04T21:19:42.740370Z","finish_reason":null,"metrics":null},{"message_id":"99d3fac4-7280-4fd9-bd86-7eb823a1a90b","node_id":103,"role":"system","content":"\n\n\n\n\n\n# Agent Preferences\n\n- If I ever paste in a YouTube link, use yt-dlp to summarize the video.\n- get the autogenerrated captions to do this\n- for testing that involves urls, start with example.com rather than about:blank\n- For tasks that may benefit from computer use (controlling macOS apps, windows, clicking, typing, etc.), use the background-computer-use skill to control local macOS apps through the BackgroundComputerUse API\n- Secrets/tokens live in `~/.env` (e.g. `HF_TOKEN` for Hugging Face). Source it before use: `set -a; . ~/.env; set +a`\n\n## File search via fff MCP\n\nFor any file search or grep in the current git-indexed project directory, prefer the **fff** MCP tools\n(`mcp__fff__grep`, `mcp__fff__find_files`, `mcp__fff__multi_grep`) over the built-in grep/glob tools.\nfff is frecency-ranked, git-aware, and more token-efficient.\n\nRules the fff server enforces (follow them to avoid 0-result queries):\n- Search BARE IDENTIFIERS only — one identifier per `grep` query. No `load.*metadata.*Foo` style regex.\n- Don't use regex unless you truly need alternation; `.*`, `\\d+`, `\\s+` almost always return 0 results.\n- After 2 grep calls, stop and READ the top result instead of grepping with more variations.\n- Use `multi_grep` for OR logic across multiple identifiers (e.g. snake_case + PascalCase variants) in one call.\n- Have a specific name → `grep`. Exploring a topic / finding files → `find_files`.\n\nThe `fff-mcp` binary lives at `/Users/root1/.local/bin/fff-mcp` and is registered at user scope\nin `~/.config/devin/config.json`. It refuses to run in `$HOME` or `/` — it must be launched from a\nproject directory (Devin does this automatically based on cwd). Update with:\n`curl -fsSL https://raw.githubusercontent.com/dmtrKovalenko/fff.nvim/main/install-mcp.sh | bash`\n\n## X/Twitter scraping via logged-in browser session\n\nWhen I need to scrape X/Twitter data (following, followers, tweets, user info, etc.),\nthe cleanest path is to use the **Playwright MCP** browser session with my own logged-in\nx.com account, rather than spinning up twscrape's account-pool flow. twscrape needs the\n`auth_token` HttpOnly cookie which JS cannot read from `document.cookie`; the browser\nsession attaches all cookies automatically.\n\n### Flow\n1. `mcp_list_tools` on the `playwright` server, then `browser_navigate` to `https://x.com`.\n2. If not logged in, ask me to log in manually in the opened window (don't handle my password).\n3. Once on `https://x.com/home`, read `ct0` from `document.cookie`:\n `document.cookie.match(/ct0=([^;]+)/)[1]`\n4. Call X's GraphQL endpoints directly via `fetch()` inside `browser_evaluate`. Required headers:\n - `authorization: Bearer AAAAAAAAAAAAAAAAAAAAANRILgAAAAAAnNwIzUejRCOuH5E6I8xnZz4puTs%3D1Zv7ttfk8LF81IUq16cHjhLTvJu4FA33AGWWjCpTnA` (the public web-app bearer token)\n - `x-csrf-token: `\n - `x-twitter-auth-type: OAuth2Session`\n - `x-twitter-active-user: yes`\n - `content-type: application/json`\n5. Paginate timelines by reading `content.cursorType === \"Bottom\"` entries and passing\n the value back as `variables.cursor` until it stops changing.\n\n### Key endpoints (queryId/OperationName)\n- `UserByScreenName` → `681MIj51w00Aj6dY0GXnHw` (resolve @handle → numeric rest_id)\n- `Following` → `OLm4oHZBfqWx8jbcEhWoFw`\n- `Followers` → `9jsVJ9l2uXUIKslHvJqIhw`\n- `UserTweets` → `RyDU3I9VJtPF-Pnl6vrRlw`\n- `SearchTimeline` → `yIphfmxUO-hddQHKIOk9tA`\n- `TweetDetail` → `meGUdoK_ryVZ0daBK-HJ2g`\nURL pattern: `https://x.com/i/api/graphql//?variables=&features=`\n\n### Response schema notes (current X web build)\n- User objects now put `screen_name` / `name` under `core`, NOT `legacy.screen_name`.\n twscrape's parser still reads `legacy.screen_name` and returns empty — needs updating.\n- The user `id` field is base64-encoded like `VXNlcjoxNDYwMjgzOTI1` (= `User:1460283925`).\n Decode with `atob(u.id).split(':')[1]` to get the numeric rest_id. `u.rest_id` may also\n be present directly.\n- `is_blue_verified` is the verified flag. `legacy.followers_count`, `legacy.description`\n still exist under `legacy`.\n- Filter timeline entries by `content.entryType === \"TimelineTimelineItem\"` and skip\n `cursor-`, `messageprompt-`, `module-`, `who-to-follow-` entryIds.\n\n### Features dict\nUse the full `GQL_FEATURES` block from twscrape's `api.py` — without it X returns\n`(336) The following features cannot be null`. Pass it URL-encoded as the `features` param.\n\n### Where things live\n- Output CSV: `~/Downloads/utilities/sdand_following.csv` (1613 rows: #, id, screen_name, name, verified, followers, bio)\n- Output JSON: `~/Downloads/utilities/sdand_following_final.json` (double-encoded JSON string; parse with `json.loads(json.loads(raw))`)\n- twscrape repo was cloned to `~/Downloads/utilities/twscrape/` for reference, then deleted after the flow was reverse-engineered. Re-clone from https://github.com/vladkens/twscrape.git if needed.\n\n## Fast Whisper transcription on Modal (A10G)\n\nFor transcribing long-form audio/video (interviews, podcasts, X/Twitter videos), use the\nutility at `~/Downloads/utilities/whisper_x/whisper_transcribe.py`. It does the full\npipeline: URL → yt-dlp download → ffmpeg audio extract → Modal volume upload →\nfaster-whisper on A10G → JSON + TXT output. Validated at **2.3 min wall clock for 65 min\nof audio** (no caching at any layer).\n\n### Usage\nShell alias (defined in `~/.zshrc`): `whisper`\n```bash\n# Transcribe an X/Twitter video (picks first playlist item)\nwhisper \"https://x.com/.../status/123\"\n\n# Pick a specific playlist item, use a smaller model\nwhisper \"https://x.com/...\" --playlist-item 2 --model-size medium\n\n# Transcribe a local audio file\nwhisper /path/to/audio.mp3 --name my-podcast\n\n# Custom output dir + keep downloaded source\nwhisper \"https://...\" --outdir ./transcripts --keep-source\n```\nTranscript text goes to stdout (pipe with `| pbcopy`); structured JSON + readable TXT\nsaved to `/.json` and `/.txt`.\n\n### Key optimizations (vs naive T4 run that took 11.7 min)\n- **A10G GPU** (~8x fp16 throughput vs T4; Modal ~$0.60/hr vs ~$0.16/hr — pennies for short jobs)\n- **`BatchedInferencePipeline`** with `batch_size=16` — batches encoder/decoder across chunks (2-4x)\n- **`beam_size=1`** (greedy) — ~2x faster, negligible WER increase for conversational speech\n- **`vad_filter=True`** — skips silence segments\n- **`compute_type=\"float16\"`** — halves memory bandwidth\n- **No caching**: `force_build=True` on apt/pip steps + unique `download_root` per run forces\n fresh image rebuild + fresh HF model download every time\n\n### Pinned versions (must match)\n- `faster-whisper==1.1.1` (provides `BatchedInferencePipeline`)\n- `ctranslate2==4.8.0`\n- Base image: `nvidia/cuda:12.6.3-cudnn-runtime-ubuntu22.04` (provides `libcublas.so.12`;\n `debian_slim` fails with `RuntimeError: Library libcublas.so.12 is not found`)\n\n### Audio prep (done automatically by the utility)\n```bash\nffmpeg -y -i input.mp4 -vn -ac 1 -ar 16000 -c:a aac -b:a 64k audio.m4a\n```\nMono 16kHz 64kbps AAC — a 65-min video (151 MB stream) becomes ~35 MB audio.\n\n### X/Twitter download notes\n- Tweet URLs can contain **playlists** (multiple videos). Use `--playlist-item N` to pick one.\n- Always use `-f bestaudio/best` to avoid downloading multi-GB high-bitrate video streams.\n- A 65-min interview's video variant can be 2.8+ GB; audio-only is ~63 MB (128 kbps).\n\n### Where things live\n- Utility: `~/Downloads/utilities/whisper_x/whisper_transcribe.py`\n- Strategy doc: `~/Downloads/utilities/whisper_x/STRATEGY.md` (full optimization breakdown)\n- Modal app (standalone): `~/Downloads/utilities/whisper_x/transcribe_fast.py`\n- Modal volume: `whisper-audio` (created automatically; holds uploaded audio files)\n- Modal profile: `aidenhuang-personal` (workspace with GPU access)\n\n\n","created_at":"2026-07-04T21:19:43.319234Z","finish_reason":null,"metrics":null},{"message_id":"bd1c3645-a6b1-4db6-96c9-db8efdaaeca6","node_id":104,"role":"user","content":"https://www.youtube.com/watch?v=VEaI8OUcMvM&t=10s&pp=ygUPbGludXMgdGVjaCB0aXBz","created_at":"2026-07-04T21:19:43.814029Z","finish_reason":null,"metrics":null},{"message_id":"5a08821e-7da5-4c30-b82b-f9444d0c37f6","node_id":105,"role":"system","content":"\nThe following skills can be invoked using the `skill` tool. When ANY skill — built-in OR repository — clearly matches the user's request or the current task, invoke it with the `skill` tool immediately at the start of the session. If more than one skill matches, invoke ALL of them (issue the `skill` calls in parallel) — do not stop at the single most obvious one.\n\n- **turnstile-spin**: Set up Cloudflare Turnstile end-to-end in a project — scan the codebase, create the widget via the Cloudflare API, deploy the managed siteverify Worker, write the frontend snippets, validate, and persist the skill. Load this when a user asks to add Turnstile, set up CAPTCHA, protect a form from bots, or fix a Turnstile integration. Mirrors developers.cloudflare.com/turnstile/spin. (source: /Users/root1/.agents/skills/turnstile-spin/SKILL.md)\n- **background-computer-use**: Launch and use the local BackgroundComputerUse macOS runtime through its self-documenting loopback API. Use when Codex needs to control local macOS apps or windows, inspect screenshots and Accessibility state, click/type/scroll/press keys, use the visible cursor, or help install/start the BackgroundComputerUse API from a skill. (source: /Users/root1/.devin/skills/background-computer-use/SKILL.md)\n- **durable-objects**: Create and review Cloudflare Durable Objects. Use when building stateful coordination (chat rooms, multiplayer games, booking systems), implementing RPC methods, SQLite storage, alarms, WebSockets, or reviewing DO code for best practices. Covers Workers integration, wrangler config, and testing with Vitest. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.agents/skills/durable-objects/SKILL.md)\n- **agents-sdk**: Build AI agents on Cloudflare Workers using the Agents SDK. Load when creating stateful agents, durable workflows, real-time WebSocket apps, scheduled tasks, MCP servers, chat applications, voice agents, or browser automation. Covers Agent class, state management, callable RPC, Workflows, durable execution, queues, retries, observability, and React hooks. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.agents/skills/agents-sdk/SKILL.md)\n- **cloudflare-one**: Guides Cloudflare One Zero Trust and SASE work across Access, Gateway, WARP, Tunnel, Cloudflare WAN, DLP, CASB, device posture, and identity. Use when designing, configuring, troubleshooting, or reviewing Cloudflare One deployments. Retrieval-first: use current Cloudflare docs/API schemas instead of embedded product docs. (source: /Users/root1/.agents/skills/cloudflare-one/SKILL.md)\n- **cloudflare-one-migrations**: Plans migrations from Zscaler ZIA/ZPA, Palo Alto, legacy VPN, SWG, or SASE stacks to Cloudflare One. Use for migration assessments, policy mapping, rollout plans, and parity/gap analysis. (source: /Users/root1/.agents/skills/cloudflare-one-migrations/SKILL.md)\n- **find-skills**: Helps users discover and install agent skills when they ask questions like \"how do I do X\", \"find a skill for X\", \"is there a skill that can...\", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill. (source: /Users/root1/.agents/skills/find-skills/SKILL.md)\n- **cloudflare-email-service**: Send and receive transactional emails with Cloudflare Email Service (Email Sending + Email Routing). Use when building email sending (Workers binding or REST API), email routing, Agents SDK email handling, or integrating email into any app — Workers, Node.js, Python, Go, etc. Also use for email deliverability, SPF/DKIM/DMARC, wrangler email setup, MCP email tools, or when a coding agent needs to send emails. Even for simple requests like \"add email to my Worker\" — this skill has critical config details. (source: /Users/root1/.agents/skills/cloudflare-email-service/SKILL.md)\n- **workers-best-practices**: Reviews and authors Cloudflare Workers code against production best practices. Load when writing new Workers, reviewing Worker code, configuring wrangler.jsonc, or checking for common Workers anti-patterns (streaming, floating promises, global state, secrets, bindings, observability). Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.agents/skills/workers-best-practices/SKILL.md)\n- **wrangler**: Cloudflare Workers CLI for deploying, developing, and managing Workers, KV, R2, D1, Vectorize, Hyperdrive, Workers AI, Containers, Queues, Workflows, Pipelines, and Secrets Store. Load before running wrangler commands to ensure correct syntax and best practices. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.agents/skills/wrangler/SKILL.md)\n- **sandbox-sdk**: Build sandboxed applications for secure code execution. Load when building AI code execution, code interpreters, CI/CD systems, interactive dev environments, or executing untrusted code. Covers Sandbox SDK lifecycle, commands, files, code interpreter, and preview URLs. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.agents/skills/sandbox-sdk/SKILL.md)\n- **cloudflare**: Comprehensive Cloudflare platform skill covering Workers, Pages, storage (KV, D1, R2), AI (Workers AI, Vectorize, Agents SDK), feature flags (Flagship), networking (Tunnel, Spectrum), security (WAF, DDoS), and infrastructure-as-code (Terraform, Pulumi). Use for any Cloudflare development task. Biases towards retrieval from Cloudflare docs over pre-trained knowledge. (source: /Users/root1/.agents/skills/cloudflare/SKILL.md)\n- **web-perf**: Analyzes web performance using Chrome DevTools MCP. Measures Core Web Vitals (LCP, INP, CLS) and supplementary metrics (FCP, TBT, Speed Index), identifies render-blocking resources, network dependency chains, layout shifts, caching issues, and accessibility gaps. Use when asked to audit, profile, debug, or optimize page load performance, Lighthouse scores, or site speed. Biases towards retrieval from current documentation over pre-trained knowledge. (source: /Users/root1/.agents/skills/web-perf/SKILL.md)\n- **devin-cli**: Look up Devin CLI documentation (skills, extensibility, configuration, commands, models, troubleshooting) (source: /Users/root1/.local/share/devin/cli/_versions/3000.1.23/share/devin/docs)\n- **declarative-repo-setup**: Generate and verify a working environment.yaml (Devin snapshot-setup blueprint) for a repo (source: builtin:drs)\n","created_at":"2026-07-04T21:19:43.815709Z","finish_reason":null,"metrics":null},{"message_id":"6e0b9da3-b712-4a1b-8a82-6a0f956449f7","node_id":106,"role":"assistant","content":"I'll use yt-dlp to get the auto-generated captions and summarize this YouTube video for you.","tool_calls":[{"id":"ad2cff2db","name":"exec","arguments":{"command":"yt-dlp --write-auto-sub --sub-lang en --skip-download --print \"title: %(title)s\\nuploader: %(uploader)s\\nlength: %(duration_string)s\" \"https://www.youtube.com/watch?v=VEaI8OUcMvM\""}}],"thinking":"The user has provided a YouTube link. According to the AGENTS.md rules, I should use yt-dlp to summarize the video and get the auto-generated captions.\n\nLet me use yt-dlp to download the video and get the captions, then summarize them.\n\nFirst, I'll need to:\n1. Use yt-dlp to download the video captions\n2. Summarize the content\n\nLet me start by using yt-dlp to get the video info and download the auto-generated captions.","created_at":"2026-07-04T21:19:45.253878Z","finish_reason":"tool_calls","metrics":{"ttft_ms":767,"total_time_ms":1291,"input_tokens":16538,"output_tokens":184,"cache_read_tokens":768,"cache_creation_tokens":null,"tpot_ms":2.847826086956522,"tokens_per_sec":351.1450381679389}},{"message_id":"c772e845-1746-4afd-8c0d-bb2fb462a9d8","node_id":107,"role":"tool","content":"Output from command in shell b7d91a:\nWARNING: Your yt-dlp version (2025.12.08) is older than 90 days!\n It is strongly recommended to always use the latest version.\n You installed yt-dlp with pip or using the wheel from PyPi; Use that to update.\n To suppress this warning, add --no-update to your command/config.\nWARNING: [youtube] [jsc] Remote components challenge solver script (deno) and NPM package (deno) were skipped. These may be required to solve JS challenges. You can enable these downloads with --remote-components ejs:github (recommended) or --remote-components ejs:npm , respectively. For more information and alternatives, refer to https://github.com/yt-dlp/yt-dlp/wiki/EJS\nWARNING: [youtube] VEaI8OUcMvM: n challenge solving failed: Some formats may be missing. Ensure you have a supported JavaScript runtime and challenge solver script distribution installed. Review any warnings presented before this message. For more details, refer to https://github.com/yt-dlp/yt-dlp/wiki/EJS\ntitle: The 1000 FPS Gaming PC\\nuploader: Linus Tech Tips\\nlength: 20:05\n\n\nExit code: 0","created_at":"2026-07-04T21:19:47.501553Z","finish_reason":null,"metrics":null},{"message_id":"8bbe9176-3552-4a6f-b608-3601b7b989d1","node_id":108,"role":"assistant","content":"","tool_calls":[{"id":"d208da4ee","name":"exec","arguments":{"command":"yt-dlp --write-auto-sub --sub-lang en --skip-download \"https://www.youtube.com/watch?v=VEaI8OUcMvM\""}}],"thinking":"Good, I got the video info. It's a Linus Tech Tips video about a 1000 FPS Gaming PC. Now let me download the auto-generated captions.","created_at":"2026-07-04T21:19:48.128569Z","finish_reason":"tool_calls","metrics":{"ttft_ms":505,"total_time_ms":626,"input_tokens":487,"output_tokens":77,"cache_read_tokens":17280,"cache_creation_tokens":null,"tpot_ms":1.5714285714285714,"tokens_per_sec":636.3636363636364}},{"message_id":"a68bfe3d-e786-44df-b91b-81f78cb9f894","node_id":109,"role":"tool","content":"Output from command in shell a8f2ba:\nWARNING: Your yt-dlp version (2025.12.08) is older than 90 days!\n It is strongly recommended to always use the latest version.\n You installed yt-dlp with pip or using the wheel from PyPi; Use that to update.\n To suppress this warning, add --no-update to your command/config.\n[youtube] Extracting URL: https://www.youtube.com/watch?v=VEaI8OUcMvM\n[youtube] VEaI8OUcMvM: Downloading webpage\n[youtube] VEaI8OUcMvM: Downloading tv client config\n[youtube] VEaI8OUcMvM: Downloading player 4918c89a-main\n[youtube] VEaI8OUcMvM: Downloading tv player API JSON\n[youtube] VEaI8OUcMvM: Downloading android sdkless player API JSON\n[youtube] [jsc:deno] Solving JS challenges using deno\nWARNING: [youtube] [jsc] Remote components challenge solver script (deno) and NPM package (deno) were skipped. These may be required to solve JS challenges. You can enable these downloads with --remote-components ejs:github (recommended) or --remote-components ejs:npm , respectively. For more information and alternatives, refer to https://github.com/yt-dlp/yt-dlp/wiki/EJS\nWARNING: [youtube] VEaI8OUcMvM: n challenge solving failed: Some formats may be missing. Ensure you have a supported JavaScript runtime and challenge solver script distribution installed. Review any warnings presented before this message. For more details, refer to https://github.com/yt-dlp/yt-dlp/wiki/EJS\n[info] VEaI8OUcMvM: Downloading subtitles: en\n[info] VEaI8OUcMvM: Downloading 1 format(s): 139\n[info] Writing video subtitles to: The 1000 FPS Gaming PC [VEaI8OUcMvM].en.vtt\n[download] Destination: The 1000 FPS Gaming PC [VEaI8OUcMvM].en.vtt\n\r[download] 1.00KiB at Unknown B/s (00:00:00)\r[download] 3.00KiB at Unknown B/s (00:00:00)\r[download] 7.00KiB at Unknown B/s (00:00:00)\r[download] 15.00KiB at 5.31MiB/s (00:00:00)\r[download] 31.00KiB at 2.90MiB/s (00:00:00)\r[download] 63.00KiB at 2.74MiB/s (00:00:00)\r[download] 127.00KiB at 3.30MiB/s (00:00:00)\r[download] 188.65KiB at 3.81MiB/s (00:00:00)\r[download] 100% of 188.65KiB in 00:00:00 at 1.09MiB/s\n\n\nExit code: 0","created_at":"2026-07-04T21:19:50.516301Z","finish_reason":null,"metrics":null},{"message_id":"2b29331b-0fc6-423d-b50f-19dbd4f8254d","node_id":110,"role":"assistant","content":"","tool_calls":[{"id":"7a7de7d52","name":"read","arguments":{"file_path":"/Users/root1/The 1000 FPS Gaming PC [VEaI8OUcMvM].en.vtt"}}],"thinking":"Great! The captions have been downloaded. Now let me read the VTT file to extract the captions and summarize them.","created_at":"2026-07-04T21:19:51.165715Z","finish_reason":"tool_calls","metrics":{"ttft_ms":521,"total_time_ms":648,"input_tokens":913,"output_tokens":59,"cache_read_tokens":17664,"cache_creation_tokens":null,"tpot_ms":2.152542372881356,"tokens_per_sec":464.56692913385825}},{"message_id":"6a55f395-657d-4a7d-85eb-475958d35277","node_id":111,"role":"tool","content":"\n 1|WEBVTT\n 2|Kind: captions\n 3|Language: en\n 4|\n 5|00:00:00.080 --> 00:00:02.310 align:start position:0%\n 6| \n 7|It's<00:00:00.320> a<00:00:00.560> dream<00:00:00.880> come<00:00:01.120> true,<00:00:01.439> you<00:00:01.600> guys.<00:00:02.000> My\n 8|\n 9|00:00:02.310 --> 00:00:02.320 align:start position:0%\n 10|It's a dream come true, you guys. My\n 11| \n 12|\n 13|00:00:02.320 --> 00:00:05.030 align:start position:0%\n 14|It's a dream come true, you guys. My\n 15|thousandHz<00:00:03.200> monitor<00:00:03.600> is<00:00:03.840> in<00:00:04.000> the<00:00:04.160> mail<00:00:04.640> right\n 16|\n 17|00:00:05.030 --> 00:00:05.040 align:start position:0%\n 18|thousandHz monitor is in the mail right\n 19| \n 20|\n 21|00:00:05.040 --> 00:00:07.269 align:start position:0%\n 22|thousandHz monitor is in the mail right\n 23|now.<00:00:05.520> But<00:00:05.680> I've<00:00:05.920> got<00:00:06.000> a<00:00:06.160> problem.<00:00:06.640> Getting<00:00:06.960> a\n 24|\n 25|00:00:07.269 --> 00:00:07.279 align:start position:0%\n 26|now. But I've got a problem. Getting a\n 27| \n 28|\n 29|00:00:07.279 --> 00:00:10.150 align:start position:0%\n 30|now. But I've got a problem. Getting a\n 31|1000<00:00:07.520> FPS<00:00:08.080> in<00:00:08.480> games<00:00:09.200> is<00:00:09.519> still<00:00:09.760> nearly\n 32|\n 33|00:00:10.150 --> 00:00:10.160 align:start position:0%\n 34|1000 FPS in games is still nearly\n 35| \n 36|\n 37|00:00:10.160 --> 00:00:12.390 align:start position:0%\n 38|1000 FPS in games is still nearly\n 39|impossible.<00:00:11.200> There's<00:00:11.519> Windows<00:00:11.840> bottlenecks,\n 40|\n 41|00:00:12.390 --> 00:00:12.400 align:start position:0%\n 42|impossible. There's Windows bottlenecks,\n 43| \n 44|\n 45|00:00:12.400 --> 00:00:13.749 align:start position:0%\n 46|impossible. There's Windows bottlenecks,\n 47|driver<00:00:12.639> bottlenecks,<00:00:13.120> thermal<00:00:13.360> bottlenecks,\n 48|\n 49|00:00:13.749 --> 00:00:13.759 align:start position:0%\n 50|driver bottlenecks, thermal bottlenecks,\n 51| \n 52|\n 53|00:00:13.759 --> 00:00:15.350 align:start position:0%\n 54|driver bottlenecks, thermal bottlenecks,\n 55|game<00:00:13.920> engine<00:00:14.160> bottlenecks,<00:00:14.639> and<00:00:14.799> of<00:00:14.960> course,\n 56|\n 57|00:00:15.350 --> 00:00:15.360 align:start position:0%\n 58|game engine bottlenecks, and of course,\n 59| \n 60|\n 61|00:00:15.360 --> 00:00:17.830 align:start position:0%\n 62|game engine bottlenecks, and of course,\n 63|good<00:00:15.599> old-fashioned<00:00:16.560> hardware<00:00:16.960> bottlenecks.\n 64|\n 65|00:00:17.830 --> 00:00:17.840 align:start position:0%\n 66|good old-fashioned hardware bottlenecks.\n 67| \n 68|\n 69|00:00:17.840 --> 00:00:20.790 align:start position:0%\n 70|good old-fashioned hardware bottlenecks.\n 71|Everything<00:00:18.560> is<00:00:18.880> against<00:00:19.279> us<00:00:19.439> in<00:00:19.760> our<00:00:19.920> quest<00:00:20.480> to\n 72|\n 73|00:00:20.790 --> 00:00:20.800 align:start position:0%\n 74|Everything is against us in our quest to\n 75| \n 76|\n 77|00:00:20.800 --> 00:00:23.269 align:start position:0%\n 78|Everything is against us in our quest to\n 79|get<00:00:20.960> the<00:00:21.119> most<00:00:21.439> out<00:00:21.680> of<00:00:21.840> this<00:00:22.160> god<00:00:22.560> tier<00:00:22.960> gaming\n 80|\n 81|00:00:23.269 --> 00:00:23.279 align:start position:0%\n 82|get the most out of this god tier gaming\n 83| \n 84|\n 85|00:00:23.279 --> 00:00:26.630 align:start position:0%\n 86|get the most out of this god tier gaming\n 87|display.<00:00:23.760> But<00:00:24.080> fortunately,<00:00:25.279> I<00:00:25.840> brought<00:00:26.160> some\n 88|\n 89|00:00:26.630 --> 00:00:26.640 align:start position:0%\n 90|display. But fortunately, I brought some\n 91| \n 92|\n 93|00:00:26.640 --> 00:00:30.710 align:start position:0%\n 94|display. But fortunately, I brought some\n 95|uh<00:00:27.279> secret<00:00:27.680> weapons.<00:00:29.119> On<00:00:29.359> this<00:00:29.599> side,<00:00:30.400> I've\n 96|\n 97|00:00:30.710 --> 00:00:30.720 align:start position:0%\n 98|uh secret weapons. On this side, I've\n 99| \n100|\n101|00:00:30.720 --> 00:00:40.150 align:start position:0%\n102|uh secret weapons. On this side, I've\n103|got<00:00:31.359> Splade.\n104|\n105|00:00:40.150 --> 00:00:40.160 align:start position:0%\n106| \n107| \n108|\n109|00:00:40.160 --> 00:00:42.630 align:start position:0%\n110| \n111|HE<00:00:40.480> IS<00:00:40.640> THE<00:00:40.960> TOP<00:00:41.360> OVERCLOCKER<00:00:42.079> in<00:00:42.239> the<00:00:42.399> US\n112|\n113|00:00:42.630 --> 00:00:42.640 align:start position:0%\n114|HE IS THE TOP OVERCLOCKER in the US\n115| \n116|\n117|00:00:42.640 --> 00:00:44.549 align:start position:0%\n118|HE IS THE TOP OVERCLOCKER in the US\n119|today,<00:00:43.040> and<00:00:43.280> he's<00:00:43.600> going<00:00:43.680> to<00:00:43.760> help<00:00:44.000> us<00:00:44.160> tune\n120|\n121|00:00:44.549 --> 00:00:44.559 align:start position:0%\n122|today, and he's going to help us tune\n123| \n124|\n125|00:00:44.559 --> 00:00:46.950 align:start position:0%\n126|today, and he's going to help us tune\n127|the<00:00:44.879> crap<00:00:45.440> out<00:00:45.680> of<00:00:45.840> the<00:00:46.079> fastest<00:00:46.480> hardware\n128|\n129|00:00:46.950 --> 00:00:46.960 align:start position:0%\n130|the crap out of the fastest hardware\n131| \n132|\n133|00:00:46.960 --> 00:00:49.750 align:start position:0%\n134|the crap out of the fastest hardware\n135|money<00:00:47.360> can<00:00:47.600> buy.<00:00:48.079> Then<00:00:48.399> on<00:00:48.640> this<00:00:48.800> side,<00:00:49.440> I've\n136|\n137|00:00:49.750 --> 00:00:49.760 align:start position:0%\n138|money can buy. Then on this side, I've\n139| \n140|\n141|00:00:49.760 --> 00:00:53.270 align:start position:0%\n142|money can buy. Then on this side, I've\n143|got<00:00:50.320> thousands<00:00:51.120> of<00:00:51.360> watts<00:00:52.079> of<00:00:52.399> Subzero\n144|\n145|00:00:53.270 --> 00:00:53.280 align:start position:0%\n146|got thousands of watts of Subzero\n147| \n148|\n149|00:00:53.280 --> 00:00:55.510 align:start position:0%\n150|got thousands of watts of Subzero\n151|cooling<00:00:53.760> goodness.<00:00:54.320> Thanks<00:00:54.559> to<00:00:55.039> another\n152|\n153|00:00:55.510 --> 00:00:55.520 align:start position:0%\n154|cooling goodness. Thanks to another\n155| \n156|\n157|00:00:55.520 --> 00:00:58.549 align:start position:0%\n158|cooling goodness. Thanks to another\n159|overclocking<00:00:56.239> legend,<00:00:56.960> the<00:00:57.199> one<00:00:57.600> and<00:00:57.920> only\n160|\n161|00:00:58.549 --> 00:00:58.559 align:start position:0%\n162|overclocking legend, the one and only\n163| \n164|\n165|00:00:58.559 --> 00:01:01.590 align:start position:0%\n166|overclocking legend, the one and only\n167|Fugger,<00:00:59.280> who<00:00:59.600> handbuilt<00:01:00.559> the<00:01:00.800> multi-stage\n168|\n169|00:01:01.590 --> 00:01:01.600 align:start position:0%\n170|Fugger, who handbuilt the multi-stage\n171| \n172|\n173|00:01:01.600 --> 00:01:02.869 align:start position:0%\n174|Fugger, who handbuilt the multi-stage\n175|chiller<00:01:01.920> that<00:01:02.079> is<00:01:02.239> going<00:01:02.320> to<00:01:02.399> take<00:01:02.640> our\n176|\n177|00:01:02.869 --> 00:01:02.879 align:start position:0%\n178|chiller that is going to take our\n179| \n180|\n181|00:01:02.879 --> 00:01:06.390 align:start position:0%\n182|chiller that is going to take our\n183|9950X3D2<00:01:04.320> CPU<00:01:04.879> to<00:01:05.119> its<00:01:05.439> absolute<00:01:05.920> limits.\n184|\n185|00:01:06.390 --> 00:01:06.400 align:start position:0%\n186|9950X3D2 CPU to its absolute limits.\n187| \n188|\n189|00:01:06.400 --> 00:01:08.230 align:start position:0%\n190|9950X3D2 CPU to its absolute limits.\n191|Look<00:01:06.640> at<00:01:06.799> all<00:01:06.880> the<00:01:07.040> outlets<00:01:07.439> we<00:01:07.680> needed<00:01:08.000> just\n192|\n193|00:01:08.230 --> 00:01:08.240 align:start position:0%\n194|Look at all the outlets we needed just\n195| \n196|\n197|00:01:08.240 --> 00:01:10.310 align:start position:0%\n198|Look at all the outlets we needed just\n199|to<00:01:08.479> power<00:01:08.799> this<00:01:09.040> thing.<00:01:09.439> And<00:01:09.600> that's<00:01:09.920> just<00:01:10.080> to\n200|\n201|00:01:10.310 --> 00:01:10.320 align:start position:0%\n202|to power this thing. And that's just to\n203| \n204|\n205|00:01:10.320 --> 00:01:13.510 align:start position:0%\n206|to power this thing. And that's just to\n207|cool<00:01:10.560> the<00:01:10.799> CPU.<00:01:11.680> And<00:01:11.920> finally,<00:01:12.880> our<00:01:13.200> fifth\n208|\n209|00:01:13.510 --> 00:01:13.520 align:start position:0%\n210|cool the CPU. And finally, our fifth\n211| \n212|\n213|00:01:13.520 --> 00:01:16.789 align:start position:0%\n214|cool the CPU. And finally, our fifth\n215|element.<00:01:14.240> Bruce<00:01:14.560> Chillis<00:01:15.119> is<00:01:15.520> back<00:01:16.080> to<00:01:16.320> pump\n216|\n217|00:01:16.789 --> 00:01:16.799 align:start position:0%\n218|element. Bruce Chillis is back to pump\n219| \n220|\n221|00:01:16.799 --> 00:01:19.670 align:start position:0%\n222|element. Bruce Chillis is back to pump\n223|near<00:01:17.200> zero<00:01:17.680> degree<00:01:18.000> water<00:01:18.320> to<00:01:18.560> our<00:01:18.960> 1000<00:01:19.360> watt\n224|\n225|00:01:19.670 --> 00:01:19.680 align:start position:0%\n226|near zero degree water to our 1000 watt\n227| \n228|\n229|00:01:19.680 --> 00:01:22.070 align:start position:0%\n230|near zero degree water to our 1000 watt\n231|RTX<00:01:20.400> 5090<00:01:20.960> Astral.<00:01:21.600> All<00:01:21.600> right,<00:01:21.840> let's<00:01:22.000> see\n232|\n233|00:01:22.070 --> 00:01:22.080 align:start position:0%\n234|RTX 5090 Astral. All right, let's see\n235| \n236|\n237|00:01:22.080 --> 00:01:23.270 align:start position:0%\n238|RTX 5090 Astral. All right, let's see\n239|how<00:01:22.320> close<00:01:22.560> we're<00:01:22.720> getting.<00:01:22.960> Can<00:01:23.040> I<00:01:23.119> get<00:01:23.200> an\n240|\n241|00:01:23.270 --> 00:01:23.280 align:start position:0%\n242|how close we're getting. Can I get an\n243| \n244|\n245|00:01:23.280 --> 00:01:25.510 align:start position:0%\n246|how close we're getting. Can I get an\n247|FPS<00:01:23.680> counter<00:01:23.920> on<00:01:24.080> THE<00:01:24.159> SCREEN<00:01:24.320> THERE?<00:01:24.960> WOW,\n248|\n249|00:01:25.510 --> 00:01:25.520 align:start position:0%\n250|FPS counter on THE SCREEN THERE? WOW,\n251| \n252|\n253|00:01:25.520 --> 00:01:27.910 align:start position:0%\n254|FPS counter on THE SCREEN THERE? WOW,\n255|30.<00:01:26.640> That's<00:01:26.799> the<00:01:27.040> fastest<00:01:27.280> I've<00:01:27.520> ever<00:01:27.680> done<00:01:27.759> a\n256|\n257|00:01:27.910 --> 00:01:27.920 align:start position:0%\n258|30. That's the fastest I've ever done a\n259| \n260|\n261|00:01:27.920 --> 00:01:28.950 align:start position:0%\n262|30. That's the fastest I've ever done a\n263|segue<00:01:28.159> to<00:01:28.320> our<00:01:28.400> sponsor,\n264|\n265|00:01:28.950 --> 00:01:28.960 align:start position:0%\n266|segue to our sponsor,\n267| \n268|\n269|00:01:28.960 --> 00:01:31.270 align:start position:0%\n270|segue to our sponsor,\n271|>> Secret<00:01:29.360> Lab.<00:01:29.920> Their<00:01:30.240> brand<00:01:30.479> new<00:01:30.720> Atlas\n272|\n273|00:01:31.270 --> 00:01:31.280 align:start position:0%\n274|>> Secret Lab. Their brand new Atlas\n275| \n276|\n277|00:01:31.280 --> 00:01:33.030 align:start position:0%\n278|>> Secret Lab. Their brand new Atlas\n279|ergonomic<00:01:31.680> chair<00:01:32.000> launched<00:01:32.320> last<00:01:32.640> month<00:01:32.880> and\n280|\n281|00:01:33.030 --> 00:01:33.040 align:start position:0%\n282|ergonomic chair launched last month and\n283| \n284|\n285|00:01:33.040 --> 00:01:35.190 align:start position:0%\n286|ergonomic chair launched last month and\n287|it's<00:01:33.360> specifically<00:01:34.000> tailored<00:01:34.400> for<00:01:34.640> your<00:01:34.880> work\n288|\n289|00:01:35.190 --> 00:01:35.200 align:start position:0%\n290|it's specifically tailored for your work\n291| \n292|\n293|00:01:35.200 --> 00:01:37.670 align:start position:0%\n294|it's specifically tailored for your work\n295|and<00:01:35.439> rest<00:01:35.759> productivity<00:01:36.400> cycle.<00:01:37.119> Stay<00:01:37.360> tuned\n296|\n297|00:01:37.670 --> 00:01:37.680 align:start position:0%\n298|and rest productivity cycle. Stay tuned\n299| \n300|\n301|00:01:37.680 --> 00:01:39.510 align:start position:0%\n302|and rest productivity cycle. Stay tuned\n303|or<00:01:38.000> click<00:01:38.240> the<00:01:38.400> link<00:01:38.560> down<00:01:38.799> below<00:01:39.040> for<00:01:39.280> more\n304|\n305|00:01:39.510 --> 00:01:39.520 align:start position:0%\n306|or click the link down below for more\n307| \n308|\n309|00:01:39.520 --> 00:01:48.950 align:start position:0%\n310|or click the link down below for more\n311|information.\n312|\n313|00:01:48.950 --> 00:01:48.960 align:start position:0%\n314| \n315| \n316|\n317|00:01:48.960 --> 00:01:50.550 align:start position:0%\n318| \n319|If<00:01:49.200> you<00:01:49.439> somehow<00:01:49.759> missed<00:01:50.079> his<00:01:50.320> past\n320|\n321|00:01:50.550 --> 00:01:50.560 align:start position:0%\n322|If you somehow missed his past\n323| \n324|\n325|00:01:50.560 --> 00:01:52.710 align:start position:0%\n326|If you somehow missed his past\n327|appearances,<00:01:51.759> don't.<00:01:52.079> By<00:01:52.240> the<00:01:52.320> way,<00:01:52.479> they\n328|\n329|00:01:52.710 --> 00:01:52.720 align:start position:0%\n330|appearances, don't. By the way, they\n331| \n332|\n333|00:01:52.720 --> 00:01:55.749 align:start position:0%\n334|appearances, don't. By the way, they\n335|were<00:01:52.880> a<00:01:53.040> lot<00:01:53.200> of<00:01:53.360> fun.<00:01:53.920> Splave<00:01:54.799> is<00:01:55.040> back.<00:01:55.520> He's\n336|\n337|00:01:55.749 --> 00:01:55.759 align:start position:0%\n338|were a lot of fun. Splave is back. He's\n339| \n340|\n341|00:01:55.759 --> 00:01:57.590 align:start position:0%\n342|were a lot of fun. Splave is back. He's\n343|one<00:01:55.920> of<00:01:56.000> our<00:01:56.320> favorite<00:01:56.720> collaborators,<00:01:57.360> and\n344|\n345|00:01:57.590 --> 00:01:57.600 align:start position:0%\n346|one of our favorite collaborators, and\n347| \n348|\n349|00:01:57.600 --> 00:01:59.030 align:start position:0%\n350|one of our favorite collaborators, and\n351|we<00:01:57.759> especially<00:01:58.159> appreciate<00:01:58.479> you<00:01:58.719> coming<00:01:58.880> all\n352|\n353|00:01:59.030 --> 00:01:59.040 align:start position:0%\n354|we especially appreciate you coming all\n355| \n356|\n357|00:01:59.040 --> 00:02:01.030 align:start position:0%\n358|we especially appreciate you coming all\n359|the<00:01:59.200> way<00:01:59.280> out<00:01:59.520> here<00:01:59.920> now<00:02:00.159> that<00:02:00.479> on<00:02:00.719> top<00:02:00.880> of\n360|\n361|00:02:01.030 --> 00:02:01.040 align:start position:0%\n362|the way out here now that on top of\n363| \n364|\n365|00:02:01.040 --> 00:02:02.630 align:start position:0%\n366|the way out here now that on top of\n367|competing<00:02:01.439> for<00:02:01.520> overclocking<00:02:02.079> records,<00:02:02.479> you\n368|\n369|00:02:02.630 --> 00:02:02.640 align:start position:0%\n370|competing for overclocking records, you\n371| \n372|\n373|00:02:02.640 --> 00:02:04.149 align:start position:0%\n374|competing for overclocking records, you\n375|also<00:02:02.880> run<00:02:03.040> your<00:02:03.200> own<00:02:03.360> system<00:02:03.600> integrator\n376|\n377|00:02:04.149 --> 00:02:04.159 align:start position:0%\n378|also run your own system integrator\n379| \n380|\n381|00:02:04.159 --> 00:02:06.069 align:start position:0%\n382|also run your own system integrator\n383|business.<00:02:04.719> By<00:02:04.960> the<00:02:05.119> way,<00:02:05.439> before<00:02:05.680> you<00:02:05.840> got\n384|\n385|00:02:06.069 --> 00:02:06.079 align:start position:0%\n386|business. By the way, before you got\n387| \n388|\n389|00:02:06.079 --> 00:02:08.309 align:start position:0%\n390|business. By the way, before you got\n391|here,<00:02:06.560> we<00:02:06.799> actually<00:02:07.119> ran<00:02:07.360> some<00:02:07.600> benchmarks<00:02:08.080> of\n392|\n393|00:02:08.309 --> 00:02:08.319 align:start position:0%\n394|here, we actually ran some benchmarks of\n395| \n396|\n397|00:02:08.319 --> 00:02:09.910 align:start position:0%\n398|here, we actually ran some benchmarks of\n399|our<00:02:08.479> own<00:02:08.800> just<00:02:08.959> to<00:02:09.200> kind<00:02:09.280> of<00:02:09.360> establish<00:02:09.759> a\n400|\n401|00:02:09.910 --> 00:02:09.920 align:start position:0%\n402|our own just to kind of establish a\n403| \n404|\n405|00:02:09.920 --> 00:02:11.670 align:start position:0%\n406|our own just to kind of establish a\n407|baseline.<00:02:10.560> Pretty<00:02:11.200> good,<00:02:11.440> right?\n408|\n409|00:02:11.670 --> 00:02:11.680 align:start position:0%\n410|baseline. Pretty good, right?\n411| \n412|\n413|00:02:11.680 --> 00:02:14.229 align:start position:0%\n414|baseline. Pretty good, right?\n415|>> Sorry.<00:02:12.000> You're<00:02:12.160> trying<00:02:12.319> to<00:02:12.400> hit<00:02:12.560> 1,000<00:02:13.360> FPS.\n416|\n417|00:02:14.229 --> 00:02:14.239 align:start position:0%\n418|>> Sorry. You're trying to hit 1,000 FPS.\n419| \n420|\n421|00:02:14.239 --> 00:02:15.589 align:start position:0%\n422|>> Sorry. You're trying to hit 1,000 FPS.\n423|>> We<00:02:14.480> better<00:02:14.720> start<00:02:14.879> overclocking.\n424|\n425|00:02:15.589 --> 00:02:15.599 align:start position:0%\n426|>> We better start overclocking.\n427| \n428|\n429|00:02:15.599 --> 00:02:17.589 align:start position:0%\n430|>> We better start overclocking.\n431|>> I<00:02:15.840> mean,<00:02:16.000> that<00:02:16.160> is<00:02:16.319> what<00:02:16.560> we<00:02:16.800> do,<00:02:17.040> isn't<00:02:17.200> it?\n432|\n433|00:02:17.589 --> 00:02:17.599 align:start position:0%\n434|>> I mean, that is what we do, isn't it?\n435| \n436|\n437|00:02:17.599 --> 00:02:18.390 align:start position:0%\n438|>> I mean, that is what we do, isn't it?\n439|>> That's<00:02:17.840> right.\n440|\n441|00:02:18.390 --> 00:02:18.400 align:start position:0%\n442|>> That's right.\n443| \n444|\n445|00:02:18.400 --> 00:02:20.229 align:start position:0%\n446|>> That's right.\n447|>> But<00:02:18.560> before<00:02:18.800> we<00:02:18.959> do<00:02:19.040> that,<00:02:19.360> a<00:02:19.599> quick<00:02:19.760> primer<00:02:20.080> on\n448|\n449|00:02:20.229 --> 00:02:20.239 align:start position:0%\n450|>> But before we do that, a quick primer on\n451| \n452|\n453|00:02:20.239 --> 00:02:21.830 align:start position:0%\n454|>> But before we do that, a quick primer on\n455|the<00:02:20.400> concept<00:02:20.720> for<00:02:20.959> those<00:02:21.200> that<00:02:21.360> are<00:02:21.520> new<00:02:21.680> to\n456|\n457|00:02:21.830 --> 00:02:21.840 align:start position:0%\n458|the concept for those that are new to\n459| \n460|\n461|00:02:21.840 --> 00:02:24.710 align:start position:0%\n462|the concept for those that are new to\n463|it.<00:02:22.480> Out<00:02:22.640> of<00:02:22.800> the<00:02:22.959> box,<00:02:23.520> every<00:02:23.920> processor<00:02:24.480> in\n464|\n465|00:02:24.710 --> 00:02:24.720 align:start position:0%\n466|it. Out of the box, every processor in\n467| \n468|\n469|00:02:24.720 --> 00:02:26.710 align:start position:0%\n470|it. Out of the box, every processor in\n471|your<00:02:24.959> entire<00:02:25.280> life<00:02:25.520> has<00:02:25.760> been<00:02:26.000> tuned<00:02:26.319> from<00:02:26.480> the\n472|\n473|00:02:26.710 --> 00:02:26.720 align:start position:0%\n","created_at":"2026-07-04T21:19:51.205597Z","finish_reason":null,"metrics":null},{"message_id":"c1edb146-6f50-42a7-95cc-f09e6fd45891","node_id":112,"role":"assistant","content":"","tool_calls":[{"id":"422906e6f","name":"exec","arguments":{"command":"cat \"The 1000 FPS Gaming PC [VEaI8OUcMvM].en.vtt\" | grep -v \"^WEBVTT\" | grep -v \"^Kind:\" | grep -v \"^Language:\" | grep -v \"^$\" | grep -v \"^[0-9]\" | grep -v \"^-->\" | sed 's/<[^>]*>//g' | sed 's/<//g' | sed 's/&/\\&/g' | tr '\\n' ' ' | sed 's/ */ /g'"}}],"thinking":"The VTT file is quite long (4744 lines). Let me read more of it to get the full content, or I can use a script to extract the text content from the VTT file and then summarize it. Let me write a quick script to parse the VTT file and extract the plain text.","created_at":"2026-07-04T21:19:52.404972Z","finish_reason":"tool_calls","metrics":{"ttft_ms":710,"total_time_ms":1198,"input_tokens":10353,"output_tokens":205,"cache_read_tokens":18560,"cache_creation_tokens":null,"tpot_ms":2.3804878048780487,"tokens_per_sec":420.0819672131147}},{"message_id":"3dd6d114-4c21-4b3e-8781-62ec137de927","node_id":113,"role":"tool","content":"Output from command in shell 824c84:\n It's a dream come true, you guys. My It's a dream come true, you guys. My It's a dream come true, you guys. My thousandHz monitor is in the mail right thousandHz monitor is in the mail right thousandHz monitor is in the mail right now. But I've got a problem. Getting a now. But I've got a problem. Getting a now. But I've got a problem. Getting a impossible. There's Windows bottlenecks, impossible. There's Windows bottlenecks, impossible. There's Windows bottlenecks, driver bottlenecks, thermal bottlenecks, driver bottlenecks, thermal bottlenecks, driver bottlenecks, thermal bottlenecks, game engine bottlenecks, and of course, game engine bottlenecks, and of course, game engine bottlenecks, and of course, good old-fashioned hardware bottlenecks. good old-fashioned hardware bottlenecks. good old-fashioned hardware bottlenecks. Everything is against us in our quest to Everything is against us in our quest to Everything is against us in our quest to get the most out of this god tier gaming get the most out of this god tier gaming get the most out of this god tier gaming display. But fortunately, I brought some display. But fortunately, I brought some display. But fortunately, I brought some uh secret weapons. On this side, I've uh secret weapons. On this side, I've uh secret weapons. On this side, I've got Splade. HE IS THE TOP OVERCLOCKER in the US HE IS THE TOP OVERCLOCKER in the US HE IS THE TOP OVERCLOCKER in the US today, and he's going to help us tune today, and he's going to help us tune today, and he's going to help us tune the crap out of the fastest hardware the crap out of the fastest hardware the crap out of the fastest hardware money can buy. Then on this side, I've money can buy. Then on this side, I've money can buy. Then on this side, I've got thousands of watts of Subzero got thousands of watts of Subzero got thousands of watts of Subzero cooling goodness. Thanks to another cooling goodness. Thanks to another cooling goodness. Thanks to another overclocking legend, the one and only overclocking legend, the one and only overclocking legend, the one and only Fugger, who handbuilt the multi-stage Fugger, who handbuilt the multi-stage Fugger, who handbuilt the multi-stage chiller that is going to take our chiller that is going to take our chiller that is going to take our Look at all the outlets we needed just Look at all the outlets we needed just Look at all the outlets we needed just to power this thing. And that's just to to power this thing. And that's just to to power this thing. And that's just to cool the CPU. And finally, our fifth cool the CPU. And finally, our fifth cool the CPU. And finally, our fifth element. Bruce Chillis is back to pump element. Bruce Chillis is back to pump element. Bruce Chillis is back to pump near zero degree water to our 1000 watt near zero degree water to our 1000 watt near zero degree water to our 1000 watt RTX 5090 Astral. All right, let's see RTX 5090 Astral. All right, let's see RTX 5090 Astral. All right, let's see how close we're getting. Can I get an how close we're getting. Can I get an how close we're getting. Can I get an FPS counter on THE SCREEN THERE? WOW, FPS counter on THE SCREEN THERE? WOW, FPS counter on THE SCREEN THERE? WOW, segue to our sponsor, segue to our sponsor, segue to our sponsor, >> Secret Lab. Their brand new Atlas >> Secret Lab. Their brand new Atlas >> Secret Lab. Their brand new Atlas ergonomic chair launched last month and ergonomic chair launched last month and ergonomic chair launched last month and it's specifically tailored for your work it's specifically tailored for your work it's specifically tailored for your work and rest productivity cycle. Stay tuned and rest productivity cycle. Stay tuned and rest productivity cycle. Stay tuned or click the link down below for more or click the link down below for more or click the link down below for more information. If you somehow missed his past If you somehow missed his past If you somehow missed his past appearances, don't. By the way, they appearances, don't. By the way, they appearances, don't. By the way, they were a lot of fun. Splave is back. He's were a lot of fun. Splave is back. He's were a lot of fun. Splave is back. He's one of our favorite collaborators, and one of our favorite collaborators, and one of our favorite collaborators, and we especially appreciate you coming all we especially appreciate you coming all we especially appreciate you coming all the way out here now that on top of the way out here now that on top of the way out here now that on top of competing for overclocking records, you competing for overclocking records, you competing for overclocking records, you also run your own system integrator also run your own system integrator also run your own system integrator business. By the way, before you got business. By the way, before you got business. By the way, before you got here, we actually ran some benchmarks of here, we actually ran some benchmarks of here, we actually ran some benchmarks of our own just to kind of establish a our own just to kind of establish a our own just to kind of establish a baseline. Pretty good, right? baseline. Pretty good, right? baseline. Pretty good, right? >> Sorry. You're trying to hit 1,000 FPS. >> Sorry. You're trying to hit 1,000 FPS. >> Sorry. You're trying to hit 1,000 FPS. >> We better start overclocking. >> We better start overclocking. >> We better start overclocking. >> I mean, that is what we do, isn't it? >> I mean, that is what we do, isn't it? >> I mean, that is what we do, isn't it? >> That's right. >> That's right. >> That's right. >> But before we do that, a quick primer on >> But before we do that, a quick primer on >> But before we do that, a quick primer on the concept for those that are new to the concept for those that are new to the concept for those that are new to it. Out of the box, every processor in it. Out of the box, every processor in it. Out of the box, every processor in your entire life has been tuned from the your entire life has been tuned from the your entire life has been tuned from the factory for a balance of performance, factory for a balance of performance, factory for a balance of performance, power consumption, and reliability. But power consumption, and reliability. But power consumption, and reliability. But here's the thing. When your goal is to here's the thing. When your goal is to here's the thing. When your goal is to sell millions of chips that run as cool sell millions of chips that run as cool sell millions of chips that run as cool as possible with as few defects as as possible with as few defects as as possible with as few defects as possible, you end up leaving a little possible, you end up leaving a little possible, you end up leaving a little bit of performance on the table. Well, bit of performance on the table. Well, bit of performance on the table. Well, that's where overclocking comes in. By that's where overclocking comes in. By that's where overclocking comes in. By turning up the frequency or the clock, turning up the frequency or the clock, turning up the frequency or the clock, we can get extra performance, though not we can get extra performance, though not we can get extra performance, though not without limits. See, pushing the without limits. See, pushing the without limits. See, pushing the frequency too high is going to cause frequency too high is going to cause frequency too high is going to cause instability, which we can overcome by instability, which we can overcome by instability, which we can overcome by turning up the voltage, but that is in turning up the voltage, but that is in turning up the voltage, but that is in turn going to increase power consumption turn going to increase power consumption turn going to increase power consumption and heat and also eventually too much and heat and also eventually too much and heat and also eventually too much voltage is going to simply fry our chip. voltage is going to simply fry our chip. voltage is going to simply fry our chip. So, it's all a fine balancing act and So, it's all a fine balancing act and So, it's all a fine balancing act and cooling is of paramount importance, cooling is of paramount importance, cooling is of paramount importance, which is of course where this guy comes which is of course where this guy comes which is of course where this guy comes in. On the table in front of me is a in. On the table in front of me is a in. On the table in front of me is a customuilt threephase CPU cooling system customuilt threephase CPU cooling system customuilt threephase CPU cooling system that was designed to bring even modern that was designed to bring even modern that was designed to bring even modern power- hungry chips down to minus 100° power- hungry chips down to minus 100° power- hungry chips down to minus 100° C. It takes a lot of power. It makes a C. It takes a lot of power. It makes a C. It takes a lot of power. It makes a fair bit of noise and it wasn't cheap. fair bit of noise and it wasn't cheap. fair bit of noise and it wasn't cheap. But when it comes to keeping a chip at a But when it comes to keeping a chip at a But when it comes to keeping a chip at a consistent, very cold temperature, which consistent, very cold temperature, which consistent, very cold temperature, which is ideal for overclocking, this thing is is ideal for overclocking, this thing is is ideal for overclocking, this thing is pretty much the goat. But using it comes pretty much the goat. But using it comes pretty much the goat. But using it comes with some minor inconveniences. Chief with some minor inconveniences. Chief with some minor inconveniences. Chief among them being condensation. As you among them being condensation. As you among them being condensation. As you probably know, water and electronics, probably know, water and electronics, probably know, water and electronics, they don't mix too good. So, one of the they don't mix too good. So, one of the they don't mix too good. So, one of the things that we need to do is thoroughly things that we need to do is thoroughly things that we need to do is thoroughly insulate all of the cold parts of our insulate all of the cold parts of our insulate all of the cold parts of our cooling system from our motherboard cooling system from our motherboard cooling system from our motherboard itself. itself. itself. >> The PCB is entirely coated with liquid >> The PCB is entirely coated with liquid >> The PCB is entirely coated with liquid electrical tape. electrical tape. electrical tape. >> Cool. >> Cool. >> Cool. >> Or plastid dip if you're if you're able >> Or plastid dip if you're if you're able >> Or plastid dip if you're if you're able to get that. And then we have a heater to get that. And then we have a heater to get that. And then we have a heater in the back. It's It's freaking hot. in the back. It's It's freaking hot. in the back. It's It's freaking hot. Like, how many watts is this thing? Like, how many watts is this thing? Like, how many watts is this thing? >> I think it's like 300 watts. >> I think it's like 300 watts. >> I think it's like 300 watts. >> Wow. Okay. And that's from Elmore Labs, >> Wow. Okay. And that's from Elmore Labs, >> Wow. Okay. And that's from Elmore Labs, right? right? right? >> Elmore Labs. >> Elmore Labs. >> Elmore Labs. >> And that's just to make sure that if our >> And that's just to make sure that if our >> And that's just to make sure that if our CPU is atus 100°, we're not getting CPU is atus 100°, we're not getting CPU is atus 100°, we're not getting frost and liquid buildup on the back of frost and liquid buildup on the back of frost and liquid buildup on the back of the socket. So, you can see, we actually the socket. So, you can see, we actually the socket. So, you can see, we actually shot the video out of order. We've shot the video out of order. We've shot the video out of order. We've already used it today. That's why it's already used it today. That's why it's already used it today. That's why it's covered in um frost. that you can really covered in um frost. that you can really covered in um frost. that you can really see this way where water might drip down see this way where water might drip down see this way where water might drip down right around the CPU and into the socket right around the CPU and into the socket right around the CPU and into the socket which would be bad. which would be bad. which would be bad. >> Thank you. That's that's why we can >> Thank you. That's that's why we can >> Thank you. That's that's why we can bring them here. bring them here. bring them here. >> We finish each other's sandwiches. >> We finish each other's sandwiches. >> We finish each other's sandwiches. >> You want to throw the evaporator on? >> You want to throw the evaporator on? >> You want to throw the evaporator on? >> Sure. Do you want to throw the GPU on >> Sure. Do you want to throw the GPU on >> Sure. Do you want to throw the GPU on while I'm at it? while I'm at it? while I'm at it? >> Yes, sir. >> Yes, sir. >> Yes, sir. >> Oh, actually, we should probably explain >> Oh, actually, we should probably explain >> Oh, actually, we should probably explain what we've done with this GPU. So, also what we've done with this GPU. So, also what we've done with this GPU. So, also plasti dipped, this time in a more fresh plasti dipped, this time in a more fresh plasti dipped, this time in a more fresh and fun color. And then what else have and fun color. And then what else have and fun color. And then what else have you done with it? you done with it? you done with it? >> Thermal paste. 1000 watt bios. >> Thermal paste. 1000 watt bios. >> Thermal paste. 1000 watt bios. >> Are you going to explain that? Are you >> Are you going to explain that? Are you >> Are you going to explain that? Are you going to explain it's your special going to explain it's your special going to explain it's your special thermal paste? I mean, you're on the thermal paste? I mean, you're on the thermal paste? I mean, you're on the show. Promote promote this. show. Promote promote this. show. Promote promote this. >> This is the best thermal paste that we >> This is the best thermal paste that we >> This is the best thermal paste that we have here. It's mine. It's one, have here. It's mine. It's one, have here. It's mine. It's one, >> but go buy it. >> but go buy it. >> but go buy it. >> That was his secret devious plan all >> That was his secret devious plan all >> That was his secret devious plan all along was to be so bad at repping his along was to be so bad at repping his along was to be so bad at repping his own merchandise that I have to step in own merchandise that I have to step in own merchandise that I have to step in and do it. and do it. and do it. >> I need a marketing >> I need a marketing >> I need a marketing >> and then he can clip that and turn it >> and then he can clip that and turn it >> and then he can clip that and turn it into the homepage of his website without into the homepage of his website without into the homepage of his website without telling me telling me telling me >> this. Yes. Uh, anyway, it has a 1000 >> this. Yes. Uh, anyway, it has a 1000 >> this. Yes. Uh, anyway, it has a 1000 watt BIOS loaded on it. And yes, it has watt BIOS loaded on it. And yes, it has watt BIOS loaded on it. And yes, it has Splaves thermal compound. Last thing we Splaves thermal compound. Last thing we Splaves thermal compound. Last thing we need is a drive for our OS and games. need is a drive for our OS and games. need is a drive for our OS and games. You've got all of your usual utilities You've got all of your usual utilities You've got all of your usual utilities on here. Maybe we could get a list to on here. Maybe we could get a list to on here. Maybe we could get a list to some of the really useful ones. We could some of the really useful ones. We could some of the really useful ones. We could throw that in the video description for throw that in the video description for throw that in the video description for the folks back home. the folks back home. the folks back home. >> Sure. >> Sure. >> Sure. >> All right, cool. And so with that out of >> All right, cool. And so with that out of >> All right, cool. And so with that out of the way, we plug in power and then we the way, we plug in power and then we the way, we plug in power and then we wait because we got to fire this thing wait because we got to fire this thing wait because we got to fire this thing up one phase at a time. And the whole up one phase at a time. And the whole up one phase at a time. And the whole process takes about like 20 minutes. So, process takes about like 20 minutes. So, process takes about like 20 minutes. So, uh, see you in a bit. All right, the 1000 watt BIOS is loaded All right, the 1000 watt BIOS is loaded All right, the 1000 watt BIOS is loaded on our 5090. Stages one and two of our on our 5090. Stages one and two of our on our 5090. Stages one and two of our three-stage chiller are running. three-stage chiller are running. three-stage chiller are running. Although you wouldn't know it based on Although you wouldn't know it based on Although you wouldn't know it based on the 60° CPU temps. That's cuz there's the 60° CPU temps. That's cuz there's the 60° CPU temps. That's cuz there's actually a heater under the socket to actually a heater under the socket to actually a heater under the socket to make sure that we don't kill the thing make sure that we don't kill the thing make sure that we don't kill the thing when we plug in stage three. All right, when we plug in stage three. All right, when we plug in stage three. All right, here we go. This should start dropping here we go. This should start dropping here we go. This should start dropping like a flipping rock. We're expecting to like a flipping rock. We're expecting to like a flipping rock. We're expecting to hit about -00° C on our CPU. Now, all we hit about -00° C on our CPU. Now, all we hit about -00° C on our CPU. Now, all we got to do is fire her up. It's what I got to do is fire her up. It's what I got to do is fire her up. It's what I would say, except we haven't actually would say, except we haven't actually would say, except we haven't actually turned on Bruce Chilis yet. turned on Bruce Chilis yet. turned on Bruce Chilis yet. >> Nice. And the valves are open this time. >> Nice. And the valves are open this time. >> Nice. And the valves are open this time. >> Oh, this is the pressure. >> Oh, this is the pressure. >> Oh, this is the pressure. >> Oh, Jesus. >> Now, you seemed pretty confident that >> Now, you seemed pretty confident that >> Now, you seemed pretty confident that we're going to be able to do 1,000 FPS we're going to be able to do 1,000 FPS we're going to be able to do 1,000 FPS gaming. gaming. gaming. >> Yes, sir. >> Yes, sir. >> Yes, sir. >> He kind of seems confident about >> He kind of seems confident about >> He kind of seems confident about everything, though. Like it's just kind everything, though. Like it's just kind everything, though. Like it's just kind of the demeanor. Like I don't know how of the demeanor. Like I don't know how of the demeanor. Like I don't know how to deal with that. You seem confident to deal with that. You seem confident to deal with that. You seem confident that you could like curl me. that you could like curl me. that you could like curl me. >> I probably could. >> I probably could. >> I probably could. >> See, this is what I'm talking about. >> See, this is what I'm talking about. >> See, this is what I'm talking about. He's unflapable this man. Which is why He's unflapable this man. Which is why He's unflapable this man. Which is why it's so much fun to make him laugh. I'm it's so much fun to make… (38871 chars truncated)\n\nExit code: 0\n\nFull output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/9bf50dd2/content.txt\n","created_at":"2026-07-04T21:19:52.444640Z","finish_reason":null,"metrics":null},{"message_id":"3d6782fc-a526-4c85-886d-4feccc6d0bda","node_id":114,"role":"assistant","content":"","tool_calls":[{"id":"00915b0c8","name":"write","arguments":{"file_path":"/Users/root1/parse_vtt.py","content":"#!/usr/bin/env python3\nimport re\nimport sys\n\ndef parse_vtt(file_path):\n with open(file_path, 'r', encoding='utf-8') as f:\n content = f.read()\n \n # Remove VTT header\n content = re.sub(r'WEBVTT\\n.*?\\n\\n', '', content, flags=re.DOTALL)\n \n # Remove metadata lines\n content = re.sub(r'Kind:.*?\\n', '', content)\n content = re.sub(r'Language:.*?\\n', '', content)\n \n # Remove timestamp lines\n content = re.sub(r'\\d{2}:\\d{2}:\\d{2}\\.\\d{3} --> \\d{2}:\\d{2}:\\d{2}\\.\\d{3}.*?\\n', '', content)\n \n # Remove empty lines\n content = re.sub(r'\\n\\s*\\n', '\\n', content)\n \n # Remove HTML tags\n content = re.sub(r'<[^>]+>', '', content)\n \n # Remove duplicate lines (VTT often has duplicates)\n lines = content.split('\\n')\n seen = set()\n unique_lines = []\n for line in lines:\n stripped = line.strip()\n if stripped and stripped not in seen:\n seen.add(stripped)\n unique_lines.append(stripped)\n \n return ' '.join(unique_lines)\n\nif __name__ == '__main__':\n text = parse_vtt('The 1000 FPS Gaming PC [VEaI8OUcMvM].en.vtt')\n print(text)"}}],"thinking":"The output was truncated. Let me write a Python script to properly parse the VTT file and extract the text content more cleanly, then summarize it.","created_at":"2026-07-04T21:19:54.018457Z","finish_reason":"tool_calls","metrics":{"ttft_ms":878,"total_time_ms":1572,"input_tokens":5169,"output_tokens":393,"cache_read_tokens":28800,"cache_creation_tokens":null,"tpot_ms":1.7659033078880406,"tokens_per_sec":566.2824207492796}},{"message_id":"ad77948d-a655-4279-bde0-69128003e705","node_id":115,"role":"tool","content":"File created successfully at: /Users/root1/parse_vtt.py","created_at":"2026-07-04T21:19:54.045506Z","finish_reason":null,"metrics":null},{"message_id":"7812fa92-d0bf-4e17-b25f-b9aee732f5c2","node_id":116,"role":"assistant","content":"","tool_calls":[{"id":"7484d8e47","name":"exec","arguments":{"command":"python3 parse_vtt.py"}}],"thinking":"Now let me run this script to extract the text content.","created_at":"2026-07-04T21:19:54.714268Z","finish_reason":"tool_calls","metrics":{"ttft_ms":607,"total_time_ms":667,"input_tokens":461,"output_tokens":28,"cache_read_tokens":33920,"cache_creation_tokens":null,"tpot_ms":2.142857142857143,"tokens_per_sec":466.6666666666667}},{"message_id":"d743318b-5d33-418c-9e51-c283c2df3ee6","node_id":117,"role":"tool","content":"Output from command in shell 5910db:\nIt's a dream come true, you guys. My thousandHz monitor is in the mail right now. But I've got a problem. Getting a 1000 FPS in games is still nearly impossible. There's Windows bottlenecks, driver bottlenecks, thermal bottlenecks, game engine bottlenecks, and of course, good old-fashioned hardware bottlenecks. Everything is against us in our quest to get the most out of this god tier gaming display. But fortunately, I brought some uh secret weapons. On this side, I've got Splade. HE IS THE TOP OVERCLOCKER in the US today, and he's going to help us tune the crap out of the fastest hardware money can buy. Then on this side, I've got thousands of watts of Subzero cooling goodness. Thanks to another overclocking legend, the one and only Fugger, who handbuilt the multi-stage chiller that is going to take our 9950X3D2 CPU to its absolute limits. Look at all the outlets we needed just to power this thing. And that's just to cool the CPU. And finally, our fifth element. Bruce Chillis is back to pump near zero degree water to our 1000 watt RTX 5090 Astral. All right, let's see how close we're getting. Can I get an FPS counter on THE SCREEN THERE? WOW, 30. That's the fastest I've ever done a segue to our sponsor, >> Secret Lab. Their brand new Atlas ergonomic chair launched last month and it's specifically tailored for your work and rest productivity cycle. Stay tuned or click the link down below for more information. If you somehow missed his past appearances, don't. By the way, they were a lot of fun. Splave is back. He's one of our favorite collaborators, and we especially appreciate you coming all the way out here now that on top of competing for overclocking records, you also run your own system integrator business. By the way, before you got here, we actually ran some benchmarks of our own just to kind of establish a baseline. Pretty good, right? >> Sorry. You're trying to hit 1,000 FPS. >> We better start overclocking. >> I mean, that is what we do, isn't it? >> That's right. >> But before we do that, a quick primer on the concept for those that are new to it. Out of the box, every processor in your entire life has been tuned from the factory for a balance of performance, power consumption, and reliability. But here's the thing. When your goal is to sell millions of chips that run as cool as possible with as few defects as possible, you end up leaving a little bit of performance on the table. Well, that's where overclocking comes in. By turning up the frequency or the clock, we can get extra performance, though not without limits. See, pushing the frequency too high is going to cause instability, which we can overcome by turning up the voltage, but that is in turn going to increase power consumption and heat and also eventually too much voltage is going to simply fry our chip. So, it's all a fine balancing act and cooling is of paramount importance, which is of course where this guy comes in. On the table in front of me is a customuilt threephase CPU cooling system that was designed to bring even modern power- hungry chips down to minus 100° C. It takes a lot of power. It makes a fair bit of noise and it wasn't cheap. But when it comes to keeping a chip at a consistent, very cold temperature, which is ideal for overclocking, this thing is pretty much the goat. But using it comes with some minor inconveniences. Chief among them being condensation. As you probably know, water and electronics, they don't mix too good. So, one of the things that we need to do is thoroughly insulate all of the cold parts of our cooling system from our motherboard itself. >> The PCB is entirely coated with liquid electrical tape. >> Cool. >> Or plastid dip if you're if you're able to get that. And then we have a heater in the back. It's It's freaking hot. Like, how many watts is this thing? >> I think it's like 300 watts. >> Wow. Okay. And that's from Elmore Labs, right? >> Elmore Labs. >> And that's just to make sure that if our CPU is atus 100°, we're not getting frost and liquid buildup on the back of the socket. So, you can see, we actually shot the video out of order. We've already used it today. That's why it's covered in um frost. that you can really see this way where water might drip down right around the CPU and into the socket which would be bad. >> Thank you. That's that's why we can bring them here. >> We finish each other's sandwiches. >> You want to throw the evaporator on? >> Sure. Do you want to throw the GPU on while I'm at it? >> Yes, sir. >> Oh, actually, we should probably explain what we've done with this GPU. So, also plasti dipped, this time in a more fresh and fun color. And then what else have you done with it? >> Thermal paste. 1000 watt bios. >> Are you going to explain that? Are you going to explain it's your special thermal paste? I mean, you're on the show. Promote promote this. >> This is the best thermal paste that we have here. It's mine. It's one, >> but go buy it. >> That was his secret devious plan all along was to be so bad at repping his own merchandise that I have to step in and do it. >> I need a marketing >> and then he can clip that and turn it into the homepage of his website without telling me >> this. Yes. Uh, anyway, it has a 1000 watt BIOS loaded on it. And yes, it has Splaves thermal compound. Last thing we need is a drive for our OS and games. You've got all of your usual utilities on here. Maybe we could get a list to some of the really useful ones. We could throw that in the video description for the folks back home. >> Sure. >> All right, cool. And so with that out of the way, we plug in power and then we wait because we got to fire this thing up one phase at a time. And the whole process takes about like 20 minutes. So, uh, see you in a bit. All right, the 1000 watt BIOS is loaded on our 5090. Stages one and two of our three-stage chiller are running. Although you wouldn't know it based on the 60° CPU temps. That's cuz there's actually a heater under the socket to make sure that we don't kill the thing when we plug in stage three. All right, here we go. This should start dropping like a flipping rock. We're expecting to hit about -00° C on our CPU. Now, all we got to do is fire her up. It's what I would say, except we haven't actually turned on Bruce Chilis yet. >> Nice. And the valves are open this time. >> Oh, this is the pressure. >> Oh, Jesus. >> Now, you seemed pretty confident that we're going to be able to do 1,000 FPS gaming. >> He kind of seems confident about everything, though. Like it's just kind of the demeanor. Like I don't know how to deal with that. You seem confident that you could like curl me. >> I probably could. >> See, this is what I'm talking about. He's unflapable this man. Which is why it's so much fun to make him laugh. I'm going to confess to you. I'm not familiar with the CPU function application. What are we doing with it right now? >> Now we're going to just blast some voltage cuz we have the cooling >> and >> we'll just be conservative. 6.1 GHz. >> Yeah. Right. >> Like how conservative people do. So, we're just smashing voltage and frequency. We're not doing any other fancy tweaks. >> No fancy tweaks. >> I mean, raw horsepower. >> From talking to Charles about it, that's one of the major advantages of his monstrosity is that it has such consistent temperature regulation that you just kind of throw a heat load at it and it automatically compensates. And when you're cooling at minus 100, you're not trying to get around any sort of thermal headroom really. Here's the dust two benchmark. is with a quick and dirty 6100 all core. >> How far off? >> Oh my god, we're close. >> Look how close we are. This is 1080p, >> right? And we don't even know yet if our 1000Hz monitor is going to be able to do it at 1080p. I think only 720p is confirmed, right, Adam? >> Yeah. So far, we only have 720p monitors. >> Dude, we could have just downloaded that Asus tool and what blasted it with voltage as he does. >> 973 and A2. Our 1% lows are at >> That's crazy. 347. >> We can kick it up a notch. >> Yeah, I think we should. >> Temp probe reads minus 103. Exactly as our lord Charles intended it. Oh, did you just uh crank the GPU a little bit? A >> little bit. >> You going to explain it at all? >> No. >> We made the GPU a little faster, but it won't really matter cuz we're at 1080p and we just need CPU frequency. >> What What are we thinking? 6,300. >> 62. >> 62. I think we should we should try 62. >> 62. Start with 62. >> I didn't think we would be this close this quickly. >> As tends to happen in extreme overclocking endeavors. It's the last few% that's the hardest part, Adam. So, let's uh let's find some wood to knock on. Dude, this was too easy. >> This setup really does make Subzero freaking easy mode. Hey, >> that was a good one. >> This is the one person on earth that would utter those words in that order. your finance team >> about this purchase. >> So, what did you buy? >> I mean, you know how much I paid for it, >> Yeah. You're going to buy another one now, right? >> Well, that's a separate thing. Okay. Apparently, we're teasing that. Charles is going to be coming up again and I'm going to get to build my own Sub-Zero cooling setup with my like childhood idol overclocking legend guy. It's going to be amazing. No offense. You're just too young to be my childhood idol over. >> No, none taken. >> Big moment. We got seven FPS on average. Adam, I'm not going to blame you for this. I >> But roll the clip. I didn't think we would be this close this quickly. >> Close this quickly. >> What's so special about this ASUS tool that you're using? >> So, this one's lightweight. It's not stealing any resources. There's a lot of features, too. Like, you can change the speed during the run with hot keys and stuff if you want to get crazy. >> Dude, okay, that's pretty cool. I've heard of that before. Like back in the day. I'm talking like 3D Mark 2003. You'd have guys kind of like messing with things for certain tests mid run because you've got your GPU intensive ones, you've got your CPU intensive ones, you've got particular moments where crashes are more common. So, you'd kind of like turn it down a little bit and be like kind of playing with the knobs and dials as you go. So, I guess that's still a thing then. >> 100%. >> So, realistically, you're giving it 750 W right now. So, even though it looks like you've turned it down, it's actually turned way up over stock, which would be 600. >> Turned it last up. >> Now, I noticed that you don't have any dedicated cooling or dedicated monitors for your 12vt 2x6. Do you normally pay attention to whether that thing's cooking or going to fry anything or does it does it concern you? >> I honestly think you you just need to make sure it's plugged in all the way. I think that's a lot of it. As simple as it sounds. >> I think that's a really fair assessment. For me, the frustrating part was just why we had a perfectly good pin. >> I would love four eight pins. I would be fine with that. >> Yeah. Or just give us a 2x6 that is just uses the bigger pins. >> Yeah. There you go. >> I'd be fine with that, too. Cuz it seems like that's the only real problem is where we have this contact point here in the pin. >> Hey, wo. We're way How did we go up that much? Were you serious about the GPU being too faster, maybe being better? >> It seems to be the case. Uh, we did add 100 MHz to the CPU. Should we unlock the graphics card more? >> Yeah, let's do it. Yeah. I mean, >> let's see. >> An unintuitive thing is you can have a system that is stable enough to run a benchmark or even pass a rudimentary stress test, but the performance can go down because it's making errors. they just aren't manifesting as a software crash. So whether we're adding more power limit or whether we're adding more frequency or in the case of the way that Nvidia pretty much has a black box that manages all of that stuff for you, it is possible that whatever we were doing before was pushing us beyond some threshold to the point where it was actually harming performance. I always thought that maybe there would be like a tool that overclockers had where they didn't have to do this. >> There is. you can uh you just put a shortcut on your thing and reboot to UA5, but he just hasn't done it. >> I'm a purist. >> He's phoning it in. >> Keeps my forearm strong. >> Yeah, that's seems like a concern for you. So, if you wanted to really pull an allnighter and figure out exactly which of your cores on a given die are your best performers, you go kind of, hey, I don't need more than four cores for the workload that I'm going for. You can really get in here and fine-tune the crap out of it. We're not doing that. We're just disabling die one, which >> Have you found there's a tendency for die zero to be the good one? >> Yeah. >> Yeah. Okay. So, we're giving her more voltage now that we don't have both dies. Eight cores, eight logical processors. The rest of them are gone. Okay. >> You really want 65, 64, >> 67. >> Sorry. >> Uh, yeah, let's go 64. What made you more comfortable giving it more voltage when we've got just one CCD going? Because it's not like those two dyes are even like physically connected to each other. So, it's not like there could be a thermal benefit to having one off. >> I just wanted to air on the side of too much. So, it had a better chance of passing. >> So, we could have just as easily done that with all 16 enabled >> probably. Yeah. But sometimes you can discover weird anomalous behavior where different cooling methods will result in a very different curve even on the exact same chip. >> You see the frames? They're absolutely insane. Now >> we're going to freaking crack,00,000. Dude, we're Holy. We could get close to 1,200. That's insane. We've seen a high of 1,800 on this run already. And this isn't We >> might even have the skybox part. Yeah, we could see a 2,000 peak by the time this run is done. Good boy. Good boy. 2080. We cracked 2,000 FPS. >> A beast and good call on disabling that. >> Hey, that's me. Professional backseat overclocker and I stood here. >> No, you you were funny. >> 1266. >> All right, next stop. >> Next stop 1,000 on our 1% lows. Okay. Could we try another game? >> You know the kids would love thousand FPS Minecraft or Fortnite. >> Candy Crush. I >> think this is all I have. >> Thousand Hertz Candy Crush. Okay. >> Well, that was easy. >> Are we even overclocked? >> We just We just opened the game. >> Did we overclock? >> I don't know if we overclocked it or not. I don't know what's if it's been applied. >> Okay. Well, that's two games now. What's next? >> God, remember when this was good? >> I know, right? You know what? When you go outside, it's actually still pretty good. >> Is it? Damn, girl. >> All right, that's not that bad. >> See what I'm talking about? You get a little bit of better like water in there. And she's like, it's a pretty good looking game. Hey, >> there we go. All right. Kind of painfully close. 800 plus. We have built a,000 fps gaming PC. All that remains is to get our 1000Hz monitor hooked up to it. I'm back and it's here. Is this the first 1000Hz monitor? >> Uh, not quite. >> It's the first one I've seen. >> And it is pretty crazy. >> It's so smooth. This is like freaking early Tom Cruz with the hair in Mission Impossible 2, but like with the voice of like Barry White. >> Yeah, this is like Santana featuring Rob Thomas. >> There is some bad news. Contrary to what we were assured multiple times, it does not do 1080p 1000 hertz. It only does 720p. However, we're not that far away. Especially if you watch some of our Computex content, you know that there's a lot of high refresh rate displays on the horizon. >> The good news, though, is that makes it easier for us to hit 1,000 FPS. >> Yeah. Let's just check our FPS counter at the top left. Oh, wow. It's like it's almost too responsive. Adam, I'm so busy watching the smoothness of the animations. I can't even focus on the gain. >> To me, it's there's just a a responsiveness that feels almost like unnatural. Like it almost took an adjustment and it's almost like not noticeable, but then like try switching back to 60 right now. >> You want 60? >> No, let's go go 240. >> 120. 240. >> 240. It's already considered good immediately. It's immediately noticeable. See, he's doing bad now. >> Well, >> but it's like coming back down. There is that like clarity loss, right? It's something that I feel like you only notice once you get exposed to like the next highest thing. Like I remember uh having a high refresh rate monitor and then my roommates in college having like a 60 Hz monitor and then trying to go like trying to even just watch him play Overwatch in his room, I like couldn't tell what was going on >> Right. I got so used to like having that information that even now 240 Hz while still a great gameplay experience. >> It just doesn't feel the same. It >> doesn't feel like an extension of your body like a 1000 Hz does. Like I know Blurbusters has been on this thousand herz holy grail for years at this point wanting to push everyone from display makers to game developers to like pursue a 1000 hertz. Consider me converted. And this is even without instantaneous pixel response times like we would get from something like a like an OLED, >> right? Like this is LCD 1000 Hz. And comparing to the OLED that we were running the benchmark on, it's uh I would say it's pretty tough to tell whether the added frame rate is making any impact compared to the, you know, clarity and pixel response times of an OLED. >> Yeah. So, too many FPS's just breaks this game. Apparently, >> we did find that some games if they have a VSYNC setting when you turn VSYNC on, it'll just go, \"Oh, your refresh rate is a 1,000. I guess I have to render a,000.\" So, that might be a solution here. Dude, I don't think there's a game that I could not enjoy more at a 1000 hertz than I would at less than a 1000 Hz. Not because you need it to perform your best. I don't think realistically I actually performed any better in Counter Strike for having a 1000Hz monitor, but just because it's just it's so smooth. It's just so smooth. Also, we were running all of this stuff at 6.2 GHz all core 1.4 volts. That tells me that in terms of the gaming machine that you're going to need to power these kinds of frame rates, >> we're a long ways off. >> We really are quite >> not that far in like Counter-Strike and esports games. Not that far. >> True. >> All right, you have to go. >> I have to go tell you about our sponsor, >> Secret Lab. You already know about Secret Lab's flagship Titan Evo because so many people from around the world use it for gaming, working, arts and crafts, you name it. Well, now Secret Lab is giving you more options with their freshly launched Atlas. While the Titan Evo is built for the ultimate all-around versatility, the Atlas is a dedicated ergonomic chair engineered for both work and rest, featuring a slim silhouette. And if you like Dune, you're going to love what they're Dune in to their colorways with colors like Dune. Oh, shut up. Unlike regular office chairs that stop at your midback, the Atlas goes all the way up. Its recurve back rest uses a combination of spring and foam support that's able to handle subtle movements, while the adjustable seat depth maintains continuous contact with your lower back. It has a four-level tilt adjustment system so you can go from locked in to zonked out in seconds. And don't think Secret Lab forgot about the magnetic pillow either. That'd be crazy talk. Find the right Secret Lab chair for you at the link down below. If you guys enjoyed this video, why not check out the one where Splave brought in a consumerra tuned PC that is realistically almost this fast.\n\n\nExit code: 0","created_at":"2026-07-04T21:19:54.749163Z","finish_reason":null,"metrics":null},{"message_id":"8003a40c-ee8a-434a-8f02-a8aa7592415e","node_id":118,"role":"assistant","content":"**Video Summary: \"The 1000 FPS Gaming PC\" by Linus Tech Tips**\n\n**Overview:**\nLinus and team attempt to build a gaming PC capable of hitting 1000 FPS to take advantage of an upcoming 1000Hz monitor. They bring in extreme overclocking legend Splave and custom cooling expert Fugger to push hardware to its absolute limits.\n\n**Key Components:**\n- CPU: Ryzen 9 9950X3D2\n- GPU: RTX 5090 Astral (1000W BIOS)\n- Custom three-phase chiller cooling system capable of -100°C\n- Bruce Chillis water cooling system for GPU\n\n**The Challenge:**\nGetting 1000 FPS faces multiple bottlenecks: Windows, drivers, thermal limits, game engines, and hardware limitations. The team uses extreme overclocking and sub-zero cooling to overcome these barriers.\n\n**Process:**\n1. Applied liquid electrical tape and insulation to prevent condensation damage\n2. Used custom three-phase chiller to cool CPU to -103°C\n3. Disabled one CCD (CPU die) to focus power on 8 cores\n4. Overclocked to 6.2-6.4 GHz at 1.4V\n5. Modified GPU with 1000W BIOS and custom thermal paste\n\n**Results:**\n- Successfully exceeded 1000 FPS in Counter-Strike (peaked at 2080 FPS, averaged 1266 FPS)\n- Hit 800+ FPS in other games\n- The 1000Hz monitor only supports 720p at 1000Hz (not 1080p as initially promised)\n\n**Key Takeaways:**\n- 1000Hz gaming is incredibly smooth and responsive, almost \"unnatural\" compared to standard refresh rates\n- The technology is close but not quite mainstream-ready (monitor limitations, extreme cooling requirements)\n- While not necessary for competitive advantage, the smoothness is immediately noticeable and addictive\n- Such extreme performance requires custom cooling solutions and significant power (the cooling setup alone needed multiple outlets)\n\n**Sponsor:**\nSecret Lab Atlas ergonomic chair (work/rest focused, slim silhouette, Dune-inspired colorways)","tool_calls":[],"thinking":"Great! Now I have the full transcript. Let me summarize this video for the user.","created_at":"2026-07-04T21:19:56.997298Z","finish_reason":"stop","metrics":{"ttft_ms":922,"total_time_ms":2247,"input_tokens":5638,"output_tokens":465,"cache_read_tokens":34304,"cache_creation_tokens":null,"tpot_ms":2.849462365591398,"tokens_per_sec":350.9433962264151}},{"message_id":"aa0c0db1-ae07-4966-b20f-4e57dc2b622e","node_id":119,"role":"system","content":"\nThe following information is automatically generated context about your current environment.\nCurrent workspace directories:\n /Users/root1/Downloads/docs (cwd)\n\nPlatform: macos\nOS Version: Darwin 25.6.0\nToday's date: Saturday, 2026-07-04\n\n","created_at":"2026-07-05T05:55:31.602840Z","finish_reason":null,"metrics":null},{"message_id":"d7cf7f14-0dc7-43a2-a1d5-a3acf9310682","node_id":120,"role":"system","content":"\nNOTE: Open files and cursor position may not be related to the user's current request. Always verify relevance before assuming connection.\n\nThe current state of the user's IDE is as follows:\nOther open documents:\n- /Users/root1/parse_vtt.py\nOnly use this information if it is directly relevant to the user's request.\n","created_at":"2026-07-05T09:18:20.227568Z","finish_reason":null,"metrics":null},{"message_id":"ef8c0a6e-dd3c-48b0-b673-48275d8f0ddd","node_id":121,"role":"user","content":"what is the name of this chat?","created_at":"2026-07-05T09:18:20.229352Z","finish_reason":null,"metrics":null},{"message_id":"41f6bee0-6fe3-4926-950f-5fbfe94bb8bb","node_id":122,"role":"system","content":"\nThe following skills can be invoked using the `skill` tool. When ANY skill — built-in OR repository — clearly matches the user's request or the current task, invoke it with the `skill` tool immediately at the start of the session. If more than one skill matches, invoke ALL of them (issue the `skill` calls in parallel) — do not stop at the single most obvious one.\n\n- **devin-cli**: Look up Devin CLI documentation (skills, extensibility, configuration, commands, models, troubleshooting) (source: /Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs)\n","created_at":"2026-07-05T09:18:20.244848Z","finish_reason":null,"metrics":null},{"message_id":"41edd11d-7847-4ccd-b6d0-144ed3616b67","node_id":124,"role":"assistant","content":"","tool_calls":[{"id":"3052aab29","name":"skill","arguments":{"skill":"devin-cli","command":"invoke"}}],"thinking":"The user is asking \"what is the name of this chat?\" This seems to be asking about the current conversation/session name. Looking at the system info, I can see we're in `/Users/root1/Downloads/docs` as the current working directory, but that doesn't necessarily tell me the chat name.\n\nThis appears to be a question about the Devin CLI interface itself - they want to know what this conversation/session is called. This would be a good use case for the devin-cli skill to look up documentation about session naming or conversation management.\n\nLet me invoke the devin-cli skill to get information about how sessions/chats are named in Devin.","created_at":"2026-07-05T09:18:22.052724Z","finish_reason":"tool_calls","metrics":{"ttft_ms":1243,"total_time_ms":1624,"input_tokens":30229,"output_tokens":150,"cache_read_tokens":10496,"cache_creation_tokens":null,"tpot_ms":2.54,"tokens_per_sec":393.7007874015748}},{"message_id":"a3207108-2723-4409-b525-bcaee7d79b20","node_id":125,"role":"tool","content":"The \"devin-cli\" skill is running\n\n\nSource: /Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs\nBase directory: /Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin\nAuto-approved tools (no permission prompt needed): read, grep, glob\nOther tools can still be used but will require user permission.\n\nDocumentation for Devin CLI is available on disk at:\n /Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs\n\nThis directory contains `.mdx` files covering installation, commands, models,\nshell integration, troubleshooting, and enterprise configuration.\n\nUse the read, grep, and glob tools to search within that directory for\ninformation relevant to the user's question. The tools are auto-approved for\nthis path while this skill is active.\n","created_at":"2026-07-05T09:18:22.079090Z","finish_reason":null,"metrics":null},{"message_id":"10e5e292-f8cf-4c2f-a2fc-34d7df4fdf83","node_id":127,"role":"assistant","content":"","tool_calls":[{"id":"01afa86c5","name":"grep","arguments":{"pattern":"chat|session|conversation|name","path":"/Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs","output_mode":"files_with_matches","case_insensitive":true}}],"thinking":"The skill is now running. I should search the documentation for information about chat names, session names, or conversation naming in Devin. Let me search for relevant terms.","created_at":"2026-07-05T09:18:23.090378Z","finish_reason":"tool_calls","metrics":{"ttft_ms":759,"total_time_ms":1009,"input_tokens":369,"output_tokens":92,"cache_read_tokens":40704,"cache_creation_tokens":null,"tpot_ms":2.717391304347826,"tokens_per_sec":368}},{"message_id":"e132d8d5-f7cc-4cbe-8f2f-c2faa1b66799","node_id":128,"role":"tool","content":"Found 30 file(s) with matches for pattern 'chat|session|conversation|name' in /Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs:\n/Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/reference/keyboard-shortcuts.mdx (1 matches at lines: 42)\n/Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/troubleshooting.mdx (4 matches at lines: 58, 88, 196, 212)\n/Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/handoff.mdx (7 matches at lines: 3, 7, 13, 16, 31, 33, 34)\n/Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/reference/commands.mdx (46 matches at lines: 13, 23, 25, 26, 30, 38, 39, 42, 62, 70, 72, 73, 74, 75, 76, 77, 83, 138, 154, 165, 169, 170, 171, 218, 226, 240, 256, 262, 268, 276, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 305, 325, 326, 328, 332, 333)\n/Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/models.mdx (3 matches at lines: 27, 32, 46)\n/Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/reference/configuration/config-file.mdx (6 matches at lines: 132, 161, 166, 236, 238, 319)\n/Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/shell-integration.mdx (2 matches at lines: 11, 65)\n/Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/reference/configuration/global-vs-local.mdx (2 matches at lines: 18, 141)\n/Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/reference/permissions.mdx (10 matches at lines: 22, 38, 41, 193, 211, 268, 273, 284, 286, 298)\n/Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/acp/jetbrains.mdx (17 matches at lines: 4, 6, 9, 11, 22, 42, 43, 46, 50, 54, 74, 76, 77, 78, 86, 95, 99)\n/Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/reference/configuration/read-config-from.mdx (2 matches at lines: 13, 38)\n/Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/changelog/next.mdx (1 matches at lines: 27)\n/Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/index.mdx (1 matches at lines: 64)\n/Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/adaptive.mdx (1 matches at lines: 22)\n/Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/subagents.mdx (12 matches at lines: 9, 23, 37, 51, 83, 170, 209, 242, 251, 253, 273, 296)\n/Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/acp/zed.mdx (4 matches at lines: 26, 32, 39, 43)\n/Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/enterprise/team-settings.mdx (10 matches at lines: 11, 31, 35, 37, 91, 101, 108, 115, 123, 124)\n/Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/extensibility/skills/overview.mdx (14 matches at lines: 23, 55, 75, 83, 88, 98, 103, 130, 131, 132, 133, 134, 135, 142)\n/Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/extensibility/configuration.mdx (2 matches at lines: 139, 144)\n/Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/enterprise/devin-auth.mdx (1 matches at lines: 49)\n/Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/essential-commands.mdx (20 matches at lines: 9, 98, 119, 127, 129, 132, 135, 137, 144, 152, 163, 175, 179, 180, 181, 182, 183, 184, 185, 216)\n/Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/extensibility/plugins/overview.mdx (12 matches at lines: 77, 78, 84, 85, 89, 104, 105, 143, 163, 167, 184, 189)\n/Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/changelog/stable.mdx (84 matches at lines: 17, 64, 75, 81, 82, 85, 88, 89, 94, 101, 120, 123, 129, 137, 140, 157, 159, 191, 197, 199, 200, 212, 216, 218, 230, 233, 234, 235, 248, 256, 270, 281, 283, 298, 304, 306, 307, 311, 320, 321, 322, 323, 330, 333, 335, 339, 340, 351, 393, 397, 402, 406, 411, 414, 420, 440, 441, 442, 446, 458, 459, 461, 468, 469, 470, 471, 472, 474, 476, 485, 486, 501, 519, 539, 542, 543, 544, 556, 569, 578, 579, 603, 606, 626)\n/Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/extensibility/index.mdx (2 matches at lines: 11, 69)\n/Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/extensibility/mcp/overview.mdx (4 matches at lines: 57, 85, 97, 98)\n/Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/extensibility/hooks/overview.mdx (12 matches at lines: 3, 67, 68, 76, 97, 111, 112, 121, 136, 141, 151, 152)\n/Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/extensibility/skills/creating-skills.mdx (27 matches at lines: 7, 33, 45, 74, 76, 88, 92, 100, 110, 120, 144, 152, 170, 191, 213, 247, 264, 280, 316, 332, 355, 385, 387, 399, 412, 441, 474)\n/Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/extensibility/rules.mdx (7 matches at lines: 3, 7, 56, 98, 112, 149, 201)\n/Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/extensibility/mcp/configuration.mdx (22 matches at lines: 15, 18, 21, 31, 32, 39, 40, 41, 42, 43, 44, 57, 89, 186, 213, 234, 260, 284, 285, 373, 380, 381)\n/Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/extensibility/hooks/lifecycle-hooks.mdx (26 matches at lines: 7, 19, 71, 103, 146, 154, 159, 231, 233, 239, 245, 260, 265, 266, 273, 275, 281, 312, 314, 322, 323, 330, 332, 334, 342, 344)\n","created_at":"2026-07-05T09:18:23.254889Z","finish_reason":null,"metrics":null},{"message_id":"720bffbe-16af-4850-b94e-00712500ebe0","node_id":130,"role":"assistant","content":"","tool_calls":[{"id":"e0eb4230f","name":"read","arguments":{"file_path":"/Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/essential-commands.mdx"}}],"thinking":"Let me look at some of the most relevant files. The commands.mdx file might have information about chat/session management, and the troubleshooting.mdx might have relevant info. Let me also check the essential-commands.mdx file since it's likely to have core functionality information.","created_at":"2026-07-05T09:18:24.329044Z","finish_reason":"tool_calls","metrics":{"ttft_ms":859,"total_time_ms":1069,"input_tokens":2422,"output_tokens":92,"cache_read_tokens":40960,"cache_creation_tokens":null,"tpot_ms":2.282608695652174,"tokens_per_sec":438.0952380952381}},{"message_id":"a3f9ef9a-25b5-4477-b3db-540ef09e6828","node_id":131,"role":"tool","content":"\n 1\t---\n 2\ttitle: \"Essential Commands\"\n 3\tdescription: \"If you remember nothing else...\"\n 4\ticon: \"terminal\"\n 5\t---\n 6\t\n 7\t## Starting Devin CLI\n 8\t\n 9\tBy default, sessions happen in a REPL, a graphical terminal interface where you can chat back and forth and observe Devin's actions.\n 10\t\n 11\t```bash\n 12\tdevin # Start interactive REPL (no prompt)\n 13\tdevin -- your prompt here # Start REPL with initial prompt\n 14\tdevin -p \"prompt\" # Single-turn, no REPL: print response to stdout and exit\n 15\tdevin -p -- prompt words here # Same, using -- separator (still works)\n 16\t```\n 17\t\n 18\t\n 19\t Use `--` before your prompt so it is interpreted as a prompt and not a subcommand.\n 20\t\n 21\t\n 22\t\n 23\t Single-turn mode (`-p`) is great for scripts and automations.\n 24\t\n 25\t\n 26\t\n 27\t Type `@` in the prompt input to open autocomplete for local files/directories. Selecting one adds it as context for your message.\n 28\t\n 29\t\n 30\t\n 31\t You can paste images from your clipboard with **Ctrl\\+V**. Attached images appear in the input area and can be managed with **Left/Right** to navigate and **Backspace** to remove.\n 32\t\n 33\t\n 34\t## Running shell commands\n 35\t\n 36\tDevin may run shell commands while working. If a command is still running after the default wait period, Devin moves it to the background and shows how long it waited along with the background shell ID. Devin can then continue working and check the command's output later.\n 37\t\n 38\t---\n 39\t\n 40\t## Modes\n 41\t\n 42\tDevin CLI has 4 built-in permission modes: **Normal**, **Accept Edits**, **Bypass**, and **Autonomous**, and 3 agent-modes: **Normal**, **Plan**, and **Ask**. For plan and ask, use `/plan` and `/ask`.\n 43\t\n 44\t\n 45\t \n 46\t Auto-approves read-only tools within the current directory, and asks for permission for write/execute operations.\n 47\t\n 48\t ```bash\n 49\t /normal\n 50\t # or\n 51\t /mode normal\n 52\t ```\n 53\t\n 54\t This is the default mode.\n 55\t \n 56\t\n 57\t \n 58\t Auto-approves file edits within the workspace while still prompting for shell commands and other actions. We expect people to spend most of their time here.\n 59\t\n 60\t ```bash\n 61\t /accept-edits\n 62\t # or\n 63\t /mode accept-edits\n 64\t ```\n 65\t \n 66\t\n 67\t \n 68\t \n 69\t Auto-approves **all** tool calls, including writes and shell commands.\n 70\t \n 71\t\n 72\t ```bash\n 73\t /bypass\n 74\t # or\n 75\t /mode bypass\n 76\t ```\n 77\t\n 78\t You can also start in bypass mode:\n 79\t\n 80\t ```bash\n 81\t devin --permission-mode bypass\n 82\t ```\n 83\t\n 84\t Aliases: `/yolo`, `/dangerous`\n 85\t\n 86\t \n 87\t Bypass mode **never** overrides organization-level permissions configured by your admin via [Team Settings](/cli/enterprise/team-settings). Admin-enforced deny and ask rules **always** take priority.\n 88\t \n 89\t \n 90\t\n 91\t \n 92\t Roughly equivalent to Accept Edits in the current workspace, with the additional ability to run any shell command within an [OS-level sandbox](/cli/reference/configuration/config-file#sandbox) (to contain what those commands can actually touch).\n 93\t\n 94\t ```bash\n 95\t devin --sandbox --permission-mode autonomous\n 96\t ```\n 97\t\n 98\t Autonomous is the **only** permission mode available when running with `--sandbox`, and it is selected automatically — Normal, Accept Edits, and Bypass are hidden in sandbox sessions.\n 99\t\n 100\t In Autonomous mode...\n 101\t\n 102\t - You are prompted for **capabilities rather than commands**.\n 103\t - Commands respect the `Write` and `Read` scopes via a filesystem sandbox.\n 104\t - Commands prompt you when they try to connect to network resources.\n 105\t - Read-only operations within the current directory auto-approve.\n 106\t\n 107\t \n 108\t Autonomous relies on the sandbox for safety. Without `--sandbox`, the mode is unavailable — use Bypass if you want unattended execution without OS-level isolation. See [Bypass vs Autonomous](#bypass-vs-autonomous) below for a direct comparison.\n 109\t \n 110\t \n 111\t\n 112\t\n 113\t### Bypass vs Autonomous\n 114\t\n 115\tBypass and Autonomous both reduce approval prompts, but they rely on different safety mechanisms:\n 116\t\n 117\t| | Bypass | Autonomous |\n 118\t| --- | --- | --- |\n 119\t| Requires `--sandbox` | No | Yes (only available in sandbox sessions) |\n 120\t| Shell commands | Auto-approved, unrestricted | Auto-approved, contained by the sandbox |\n 121\t| File writes via `edit`/`write` tools | Auto-approved anywhere | Still prompt (granting a scope expands the sandbox) |\n 122\t| Network access | Unrestricted | Filtered by the sandbox's [domain allow/deny lists](/cli/reference/configuration/config-file#sandbox) |\n 123\t| Respects admin [Team Settings](/cli/enterprise/team-settings) | Yes | Yes |\n 124\t\n 125\tPick Bypass when you trust the agent with your whole machine. Pick `--sandbox` (which selects Autonomous) when you want unattended execution with OS-enforced limits on what files and domains the agent can touch. If you like the feel of bypass but want the agent to have its own computer, try cloud Devin!\n 126\t\n 127\t## Session History\n 128\t\n 129\tYour conversation history is saved so you can resume a session later.\n 130\t\n 131\t```bash\n 132\tdevin -c # Continue the most recent session in the current directory\n 133\tdevin --continue\n 134\t\n 135\tdevin -r # Pick from recent sessions\n 136\tdevin --resume\n 137\tdevin -r brisk-otter # Resume a specific session by ID\n 138\t```\n 139\t\n 140\t---\n 141\t\n 142\t## Slash Commands\n 143\t\n 144\tYou can use these commands while in an active session.\n 145\t\n 146\t### Navigation & Control\n 147\t\n 148\t| Command | Description |\n 149\t| --- | --- |\n 150\t| `/help` | See all available commands |\n 151\t| `/exit` or `/quit` | Exit the application |\n 152\t| `/clear` or `/new` | Clear conversation history (start fresh) |\n 153\t\n 154\t\n 155\t You can also type `exit` or `quit` as plain text (without the `/` prefix) to exit.\n 156\t\n 157\t\n 158\t### Mode Switching\n 159\t\n 160\t| Command | Description |\n 161\t| --- | --- |\n 162\t| `/mode` | Show current mode |\n 163\t| `/mode ` | Switch mode (`normal`, `accept-edits`, `plan`, `bypass`; `autonomous` in sandbox sessions) |\n 164\t| `/normal` | Switch to Normal mode (default) |\n 165\t| `/plan` | Switch to Plan mode |\n 166\t| `/ask ` | Ask a question without making code changes (oneshot) |\n 167\t| `/bypass` | Switch to Bypass mode (aliases: `/yolo`, `/dangerous`) |\n 168\t\n 169\t### Model Switching\n 170\t\n 171\t| Command | Description |\n 172\t| --- | --- |\n 173\t| `/model` | Show model selector |\n 174\t\n 175\t### Session Management\n 176\t\n 177\t| Command | Description |\n 178\t| --- | --- |\n 179\t| `/resume` | Open the interactive session picker |\n 180\t| `/resume ` | Resume session by ID |\n 181\t| `/ls` | List recent sessions in current directory (alias: `/list-sessions`) |\n 182\t| `/ls --all` | List all sessions across all directories |\n 183\t| `/continue` | Resume most recent session |\n 184\t| `/continue ` | Resume session by ID |\n 185\t| `/rm-session ` | Irreversibly delete a session by ID |\n 186\t\n 187\t### Workspace\n 188\t\n 189\t| Command | Description |\n 190\t| --- | --- |\n 191\t| `/workspace` | List workspace directories (alias: `/workspaces`) |\n 192\t| `/add-dir ` | Add additional workspace directory |\n 193\t| `/undo-add-dir ` | Remove a workspace directory |\n 194\t\n 195\t### Automation\n 196\t\n 197\t| Command | Description |\n 198\t| --- | --- |\n 199\t| `/loop ` | Run a prompt then auto-review the diff in a loop (requires clean git state to start) |\n 200\t\n 201\t### Extensibility\n 202\t\n 203\t| Command | Description |\n 204\t| --- | --- |\n 205\t| `/hooks` | List all loaded hooks with their IDs, event types, and source paths |\n 206\t\n 207\t### Account & System\n 208\t\n 209\t| Command | Description |\n 210\t| --- | --- |\n 211\t| `/login` | Authenticate with Devin |\n 212\t| `/logout` | Clear stored credentials and exit |\n 213\t| `/update` | Check for and install updates |\n 214\t| `/upgrade` | Upgrade your subscription plan |\n 215\t| `/bug` | Report a bug to the Devin CLI developers |\n 216\t| `/compact` | Force conversation compaction |\n 217\t\n 218\t\n 219\t If you installed Devin for Terminal via Homebrew, `/update` will direct you to use `brew upgrade devin` instead of performing a self-update.\n 220\t\n 221\t\n 222\t---\n 223\t\n 224\t## Keyboard Shortcuts\n 225\t\n 226\tHere are the most important keyboard shortcuts. See [Keyboard Shortcuts](/cli/reference/keyboard-shortcuts) for more shortcuts.\n 227\t\n 228\t| Shortcut | Description |\n 229\t| --- | --- |\n 230\t| `Shift+Tab` | Cycle between modes (Normal, Accept Edits, Plan, Bypass, Autonomous) |\n 231\t| `Ctrl+C` | Clear input text, or cancel the running agent |\n 232\t| `Esc` | Cancel the running agent |\n 233\t| `Shift+Enter` | Insert a newline (multi-line input) |\n 234\t| `Ctrl+V` or `Shift+Insert` | Paste from… (12 chars truncated)\n… (4 lines truncated)\n\nFull output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/e72833e1/content.txt\n","created_at":"2026-07-05T09:18:24.496462Z","finish_reason":null,"metrics":null},{"message_id":"f766622c-af15-43ac-8e48-0f887b042b2a","node_id":133,"role":"assistant","content":"","tool_calls":[{"id":"50407dbbd","name":"grep","arguments":{"output_mode":"content","path":"/Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs","pattern":"session.*id|session.*name|brisk-otter","case_insensitive":true,"context_lines":3}}],"thinking":"I found information about session management. From the documentation, I can see that sessions have IDs (like \"brisk-otter\" mentioned in line 137), and there are commands to list, resume, and manage sessions. Let me look for more specific information about how session names are generated or displayed.","created_at":"2026-07-05T09:18:25.674606Z","finish_reason":"tool_calls","metrics":{"ttft_ms":847,"total_time_ms":1170,"input_tokens":3147,"output_tokens":132,"cache_read_tokens":43264,"cache_creation_tokens":null,"tpot_ms":2.446969696969697,"tokens_per_sec":408.66873065015477}},{"message_id":"7d2b8308-61bc-4ae5-aa33-163959488e46","node_id":134,"role":"tool","content":"Found 29 match(es) for pattern 'session.*id|session.*name|brisk-otter' in /Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs:\n-- 8 matches in /Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/reference/commands.mdx\n 23|| `--model ` | | Set the AI model for this session |\n 24|| `--permission-mode ` | | Permission mode (`normal`, `dangerous`, `bypass`) |\n 25|| `--continue` | `-c` | Resume the most recent session in the current directory |\n> 26|| `--resume ` | `-r` | Resume a specific session by ID |\n 27|| `--print [PROMPT]` | `-p` | Print response and exit (non-interactive mode). Optionally accepts an inline prompt. |\n 28|| `--prompt-file ` | | Load the initial prompt from a file |\n 29|| `--config ` | | Configuration file path |\n...\n 278|| Command | Description |\n 279|| --- | --- |\n 280|| `/clear` | Clear conversation history and start a new session. Alias: `/new` |\n>281|| `/continue [session-id]` | Resume a previous session |\n 282|| `/fork [step]` | Fork the current session to a new session. Optionally fork from a specific step (see `/steps`). |\n 283|| `/steps` | List conversation steps (use with `/fork` and `/revert`) |\n 284|| `/revert ` | Revert file changes from a specific step onwards and rewind the conversation to before that step |\n>285|| `/resume [session-id]` | Open the interactive session picker, or resume a specific session by ID |\n 286|| `/ls [--all]` | List recent sessions (current directory only by default). Alias: `/list-sessions` |\n>287|| `/rename-session ` | Rename the current session |\n>288|| `/rm-session ` | Irreversibly delete a session and all its data |\n 289|| `/export` | Show export info. Use the `--export` CLI flag to enable conversation export. |\n 290|| `/exit` | Exit the application (alias: `/quit`). You can also type `exit` or `quit` without the `/` prefix. |\n 291|\n...\n 325|| `/usage` | Show estimated credit/ACU usage for the session, including usage from previous openings of a resumed session |\n 326|| `/compact` | Force conversation compaction |\n 327|\n>328|### Cloud Sessions (insiders only)\n 329|\n 330|| Command | Description |\n 331|| --- | --- |\n>332|| `/cloud-sessions [--all]` | Open an interactive picker of your recent cloud Devin sessions. Use arrow keys to navigate, type to filter, Enter to attach, Esc to cancel. Pass `--all` for org-wide sessions. |\n>333|| `/cloud-attach ` | Attach to a cloud Devin session with full TUI rendering and bidirectional input. |\n 334|\n 335|---\n 336|\n-- 2 matches in /Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/extensibility/hooks/lifecycle-hooks.mdx\n 257|}\n 258|```\n 259|\n>260|A SessionStart command can also inject context by printing `additionalContext` inside a `hookSpecificOutput` object on stdout:\n 261|\n 262|```json\n 263|{\n...\n 311|\n 312|The `matcher` field is a **regex** matched against the hook event's `tool_name`. It is available for tool-related events: `PreToolUse`, `PostToolUse`, and `PermissionRequest`.\n 313|\n>314|For non-tool events (`UserPromptSubmit`, `Stop`, `PostCompaction`, `SessionStart`, and `SessionEnd`), there is no `tool_name`; use `\"\"` or omit the matcher to run the hook for every event of that type.\n 315|\n 316|\n 317|The matcher is not a permission glob. Patterns like `mcp__github__*` are useful in permissions, but hook matchers are regexes. Use `mcp__github__.*` in a hook matcher.\n-- 1 matches in /Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/extensibility/rules.mdx\n 146| \n 147| Devin CLI reads from `.windsurf/rules/*.md` and `.windsurf/global_rules.md`.\n 148|\n>149| **Subdirectory support:** `.windsurf/rules/` directories can exist at multiple levels in your project, not just the root. Rules at the workspace root are loaded at session start. Rules in subdirectories are discovered lazily — when the agent accesses files in that directory, any `.windsurf/rules/` found there (and in parent directories up to the workspace root) are automatically loaded. This avoids polluting the agent's context with rules from unrelated parts of the project.\n 150|\n 151| Windsurf rules support frontmatter:\n 152|\n-- 2 matches in /Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/extensibility/plugins/overview.mdx\n 164| refused.\n 165|- **Load time** — if a plugin becomes blocked after install (for example, a\n 166| forbidding plugin is installed later), it stays on disk but its skills are\n>167| skipped at session start, with a warning naming the plugin that forbids it.\n 168|\n 169|{/*\n 170|\n...\n 186|The governing rule across levels is **higher authority wins**: a level lower in\n 187|the hierarchy can never *forbid* a plugin that a higher level *requires*, and it\n 188|can never *allow* a plugin that a higher level *forbids*. So an org can mandate a\n>189|plugin no user, repo, or session can opt out of, and forbid a plugin no lower\n 190|level can re-permit.\n 191|\n 192|If a lower level conflicts with a higher one — for example, a user-level plugin\n-- 1 matches in /Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/shell-integration.mdx\n 8| Shell integration is a **Feature Preview**. It is available on macOS, Linux, and WSL with Bash, Zsh, and Fish. Shell integration is not yet supported on Windows (PowerShell or CMD). You can still run Devin CLI on Windows — this feature just isn't available there yet. It is feature complete but may interact poorly with other shell functionality. If you run into something incompatible please let us know!\n 9|\n 10|\n>11|Shell integration wraps your existing shell session so that Devin runs alongside it. Once set up, you can:\n 12|\n 13|- Hit **Ctrl+G** (configurable) anywhere in your shell to invoke Devin with your current command line as context\n 14|- Type `# ` and press Enter to pass it straight to Devin (Zsh only)\n-- 10 matches in /Applications/Devin.app/Contents/Resources/app/extensions/windsurf/devin/share/devin/docs/changelog/stable.mdx\n 78|\n 79|### Added\n 80|- Gemini 3.5 Flash model support.\n> 81|- New `/cloud-attach ` command to attach to an existing cloud Devin session with full TUI rendering (tool calls, messages, plans, file edits). The existing `/handoff` behavior is unchanged.\n> 82|- New `/cloud-sessions [--all]` command to list recent cloud Devin sessions and their attachable session IDs.\n 83|- Custom subagent profiles can opt in to nested subagent spawning via the `max-nesting` frontmatter field, overriding the default depth limit.\n 84|- Supported editor integrations, including Windsurf, now show the agent which file you have open, your cursor position, and other open editor tabs as part of its context.\n 85|- `--export` flag for exporting conversation history in ATIF format.\n 86|- New `/fast` slash command to quickly switch to SWE-1.6 Fast, with pricing comparison against the current model.\n 87|- Figma MCP servers can now authenticate with `devin mcp add figma --url https://mcp.figma.com/v1` without additional configuration.\n> 88|- When prompted for an MCP tool permission, two additional server-level options are now offered: approve all tools on the server for the current session, or permanently. This lets you grant broader access without re-approving each tool individually.\n 89|- Prompt navigation and collapsible command sections in terminals with shell integration. VS Code, Windsurf, Ghostty, iTerm2, kitty, WezTerm, and Windows Terminal users can now jump between prompts with keyboard shortcuts (e.g. Ctrl+Shift+Up/Down in VS Code), see prompt markers in the scrollbar, and collapse agent output sections (iTerm2). Prompt marks also survive session restore.\n 90|- Revert preview now shows line diff stats (`+N -M`) and a \"View diff\" button for all action types (restore, delete, recreate).\n 91|- `show_hints` config option to suppress \"Did you know\" tips between turns (default: on)\n...\n 245|\n 246|- Cloud handoffs now send gathered terminal context in an expandable section.\n 247|- `/handoff` now stops when the selected organization has no connected git provider and asks the user to run `devin setup` before retrying.\n>248|- New Devin CLI sessions use memorable word-pair IDs.\n 249|- Model picker now shows labeled pricing (e.g. \"$5 / MTok In · $25 / MTok Out\") on the highlighted model instead of unlabeled dollar amounts.\n 250|\n 251|- Slash commands now show confirmation messages when switching models, themes, or modes via the interactive picker.\n...\n 253|\n 254|- Improved how freeform \"Other\" answers are handled in agent questions. Typed responses that don't match a predefined option are now recognized as custom answers automatically.\n 255|\n>256|- `/resume` now opens the interactive session picker when run without a session ID.\n 257|- Rule files use tighter injection limits and switch to path-only guidance when triggered rules exceed the available context budget.\n 258|- Selection prompts now use a neutral highlighted row with clearer contrast and show item descriptions consistently.\n 259|\n...\n 317|- Per-model token pricing in the model selector, showing input and output cost per million tokens.\n 318|- NEW, PROMO, and BETA badges in the model picker for models flagged by the server.\n 319|- Relative cost tier (Free / $ / $$ / $$$) as a fallback description when per-token pricing is unavailable.\n>320|- Added `/rename-session` slash command to rename the current session.\n 321|- Added `/revert ` command to undo file changes back to a specific conversation step\n 322|- Added `/steps` command to list conversation steps for use with `/fork` and `/revert`\n 323|- Added optional `[step]` argument to `/fork` to branch from an earlier conversation point\n...\n 399|- Show subagent activity and lifecycle events in t… (15 chars truncated)\n… (59 lines truncated)\n\nFull output written to: /var/folders/d9/mzhyr7lx6xbf236j5ll9v_300000gn/T/devin-overflows-501/06d01715/content.txt\n","created_at":"2026-07-05T09:18:25.694826Z","finish_reason":null,"metrics":null},{"message_id":"42392f15-a962-41b4-89a8-2fbcc5fe10ee","node_id":136,"role":"assistant","content":"Based on the Devin CLI documentation, sessions have memorable word-pair IDs (like \"brisk-otter\"). You can find the name/ID of your current chat by running:\n\n```bash\n/ls\n```\n\nThis will list recent sessions in your current directory with their IDs. You can also rename the current session using:\n\n```bash\n/rename-session \n```\n\nIf you want to see all sessions across all directories, use:\n\n```bash\n/ls --all\n```","tool_calls":[],"thinking":"Perfect! I found the information. From the documentation, I can see that:\n\n1. Devin CLI sessions use memorable word-pair IDs (like \"brisk-otter\" mentioned in the example)\n2. There's a `/rename-session ` command to rename the current session\n3. Sessions can be listed with `/ls` command\n4. Sessions can be resumed by ID using `/resume `\n\nSince the user is asking \"what is the name of this chat?\", they're likely asking about the current session ID or name. I should tell them how to find this information using the `/ls` command to list sessions, or explain that sessions have word-pair IDs by default.","created_at":"2026-07-05T09:18:27.086627Z","finish_reason":"stop","metrics":{"ttft_ms":875,"total_time_ms":1390,"input_tokens":2810,"output_tokens":248,"cache_read_tokens":46336,"cache_creation_tokens":null,"tpot_ms":2.0766129032258065,"tokens_per_sec":481.5533980582524}}]}