https://github.com/aaronlab/aaronlab
Aaron Lab GitHub profile
https://github.com/aaronlab/aaronlab
ai-agents browsertrace profile-readme
Last synced: 11 days ago
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Aaron Lab GitHub profile
- Host: GitHub
- URL: https://github.com/aaronlab/aaronlab
- Owner: aaronlab
- Created: 2026-05-09T14:24:05.000Z (about 1 month ago)
- Default Branch: main
- Last Pushed: 2026-05-09T15:19:10.000Z (about 1 month ago)
- Last Synced: 2026-05-09T15:53:22.073Z (about 1 month ago)
- Topics: ai-agents, browsertrace, profile-readme
- Homepage: https://github.com/aaronlab/browsertrace
- Size: 1.95 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Aaron Lab
I build AI agent systems, browser automation tools, and local-first developer
workflows.
## Featured Project
### BrowserTrace
Local replay debugger for Browser Use failures.
BrowserTrace helps Browser Use builders debug failed runs with local step
timelines: what the agent saw, clicked, returned, and where the first red step
happened. Stagehand, Skyvern, Playwright + LLM, and custom computer-use
workflows are supported as secondary integrations.
- Records screenshots, URLs, actions, model input/output, status, and errors.
- Opens failed runs in a local web UI.
- Compares failed-vs-good Browser Use runs with `browsertrace compare`.
- Exports standalone HTML traces.
- Supports public-safe exports that omit prompts, model I/O, screenshots, and
URLs.
- Browser Use run hooks are the primary integration path.
- Supports the Stagehand wrapper and the Skyvern task/workflow wrapper.
- Includes Playwright + LLM examples and custom computer-use examples.
- Listed in Awesome-AI-Agents under Applications -> Tools.
- MIT licensed and local-first.
Repo: https://github.com/aaronlab/browsertrace
Live demo: https://aaronlab.github.io/browsertrace/
Demo story: Browser Use tries to upload `file:///tmp/browsertrace-report.html`,
navigates to the local file path instead, and the upload preview never appears.
Try locally from PyPI:
```bash
uvx --from "browsertrace[ui]" browsertrace doctor
uvx --from "browsertrace[ui]" browsertrace demo
uvx --from "browsertrace[ui]" browsertrace
```
Persistent install:
```bash
pip install "browsertrace[ui]"
browsertrace doctor
browsertrace demo
browsertrace
```
Stack guides:
- Browser Use: https://aaronlab.github.io/browsertrace/browser-use-debugging.html
- Stagehand: https://aaronlab.github.io/browsertrace/stagehand-debugging.html
- Skyvern: https://aaronlab.github.io/browsertrace/skyvern-debugging.html
- Playwright + LLM: https://aaronlab.github.io/browsertrace/playwright-llm-debugging.html
- Computer-use: 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
Launch feedback:
https://github.com/aaronlab/browsertrace/issues/3
Good first issue:
https://github.com/aaronlab/browsertrace/labels/good%20first%20issue
First PR Recipe:
https://github.com/aaronlab/browsertrace/blob/main/CONTRIBUTING.md#first-pr-recipe keeps the first contribution small and reviewable.
Public-safe demo export:
https://github.com/aaronlab/browsertrace/releases/download/v0.1.20/browsertrace-demo-public.html
## Troubleshooting
For profile-reader follow-up, local first-run issues, CI failures, or AI/coding-agent troubleshooting replies, ask for debugging/workflow details plus JSON CLI diagnostics when safe to share:
```bash
browsertrace doctor --json
browsertrace list --status failed --json
browsertrace show --json
```
### Stack-Specific Reply Links
Use the closest guide when a profile-reader follow-up turns into a
workflow-specific debugging question:
- Browser Use guide: https://aaronlab.github.io/browsertrace/browser-use-debugging.html
- Stagehand guide: https://aaronlab.github.io/browsertrace/stagehand-debugging.html
- Skyvern guide: https://aaronlab.github.io/browsertrace/skyvern-debugging.html
- Playwright + LLM guide: https://aaronlab.github.io/browsertrace/playwright-llm-debugging.html
- Computer-use guide: https://aaronlab.github.io/browsertrace/computer-use-agent-debugging.html
## Current Focus
- Browser Use failure debugging
- Browser automation and computer-use agents
- LLM observability for local workflows
- Agent evaluation and tool reliability
## Open-Source Projects
| Project | Focus |
|---|---|
| [browsertrace](https://github.com/aaronlab/browsertrace) | Local replay debugger for Browser Use failures |
| [claude-code-source-analysis](https://github.com/aaronlab/claude-code-source-analysis) | Claude Code source analysis and learning notes |
| [agent-bench-lite](https://github.com/aaronlab/agent-bench-lite) | Lightweight AI agent evaluation benchmark |
| [mcp-shield](https://github.com/aaronlab/mcp-shield) | MCP server security audit tooling |
| [openclaw](https://github.com/aaronlab/openclaw) | Personal AI assistant experiments |
## Feedback
If you build with Browser Use, the most useful BrowserTrace feedback is:
- Which Browser Use failure shape hurts most?
- What context is missing when a run fails?
- Are local HTML exports enough, or do you need hosted share links?
- Which secondary adapter should be improved first?
Launch discussion:
https://github.com/aaronlab/browsertrace/discussions/6