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> Replace the URLs if you publish on a platform that shortens or rewrites links.
I built **Trace Field Notes** for the Build Small Hackathon: a Gradio app that
turns long coding-agent session logs into readable qualitative field reports.
Instead of drowning in tool-call telemetry, upload a Codex, Claude Code, or Pi
Agent trace and see:
- where the agent got stuck
- what detours it took
- how it recovered
- whether its final success claim matched its own evidence
It uses a custom React UI served through `gradio.Server`, a deterministic
codebook analyzer, optional MiniCPM5 1B quick analysis, optional Nemotron 3 Nano
30B-A3B deeper analysis, and privacy redaction before analysis.
Codex helped build, debug, document, package, and demo the project.
Demo Space: https://huggingface.co/spaces/build-small-hackathon/trace-field-notes
Demo video: https://huggingface.co/spaces/build-small-hackathon/trace-field-notes/resolve/main/assets/trace-field-notes-demo.mp4
GitHub: https://github.com/JacobLinCool/trace-field-notes
#BuildSmall #Gradio #HuggingFace #Codex #MiniCPM #Nemotron #OpenSource
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