Aaron Lab

I build AI agent systems, browser automation tools, and local-first developer workflows.

Featured Project

BrowserTrace

Local flight recorder for AI browser agents.

BrowserTrace helps Browser Use, Stagehand, Skyvern, Playwright + LLM, and custom computer-use builders debug failed browser-agent runs with local step timelines.

• Records screenshots, URLs, actions, model input/output, status, and errors.
• Opens failed runs in a local web UI.
• Exports standalone HTML traces.
• Supports public-safe exports that omit prompts, model I/O, screenshots, and URLs.
• MIT licensed and local-first.

Repo: https://github.com/aaronlab/browsertrace

Live demo: https://aaronlab.github.io/browsertrace/

Computer-use guide: https://aaronlab.github.io/browsertrace/computer-use-agent-debugging.html

Runnable examples: https://github.com/aaronlab/browsertrace/tree/main/examples

Roadmap: https://github.com/aaronlab/browsertrace/blob/main/ROADMAP.md

Good first issue: aaronlab/browsertrace#21

Public-safe demo export: https://github.com/aaronlab/browsertrace/releases/download/v0.1.11/browsertrace-demo-public.html

Current Focus

• AI browser-agent debugging
• Browser automation and computer-use agents
• LLM observability for local workflows
• Agent evaluation and tool reliability

Open-Source Projects

Project	Focus
browsertrace	Local traces for failed AI browser-agent runs
claude-code-source-analysis	Claude Code source analysis and learning notes
agent-bench-lite	Lightweight AI agent evaluation benchmark
mcp-shield	MCP server security audit tooling
openclaw	Personal AI assistant experiments

Feedback

If you build browser agents, the most useful BrowserTrace feedback is:

• Which framework do you use?
• What context is missing when a run fails?
• Are local HTML exports enough, or do you need hosted share links?
• Which adapter should be improved first?

Launch discussion: aaronlab/browsertrace#6