lease-lens / docs /codex-build-log.md
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A newer version of the Gradio SDK is available: 6.20.0

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Codex Build Log

This log documents the Codex-assisted final submission pass for Lease Lens.

Goal

Prepare Lease Lens for the Build Small Hackathon with maximum near-deadline leverage:

  • make the Space easier for judges to evaluate quickly;
  • make the OpenAI Codex Track evidence explicit;
  • strengthen machine-readable category tags;
  • preserve the existing small-model, offline, and measured-evaluation claims.

Codex-Assisted Changes

  • Added canonical hackathon tags to the Space README: track:backyard, sponsor:openai, sponsor:modal, achievement:offgrid, achievement:welltuned, achievement:offbrand, achievement:llama, and achievement:fieldnotes.
  • Added an OpenAI Codex Track section to the README with Codex attribution evidence and a short judge path.
  • Added this build log as the public provenance artifact for reviewers in the public GitHub repo: https://github.com/bO-05/lease-lens.
  • Replaced the visible stock Gradio Blocks interface with a custom redline legal evidence desk served through gradio.Server, with a styled Blocks fallback.
  • Added public frontend source files: index.html, static/app.css, static/app.js, and static/lease-lens-mark.svg.
  • Added REST fallback routes beside the Gradio client APIs so the custom frontend still works if a browser blocks the CDN JS client.
  • Polished the ZeroGPU-safe Gradio Blocks fallback with a branded legal workbench, judge workflow rail, risk docket cards, highlighted evidence pane, and an explicit analyzing/waiting state before the queued GPU call runs.
  • Fixed Gradio file-upload styling so the upload affordance matches the dark workbench UI, and tightened keyword relevance matching to avoid substring false hits such as determination matching terminat*.
  • Updated the Gradio app to default to a real SEC-filed lease and show the SEC provenance banner on first load.
  • Kept model loading, prompting, scoring, extraction guards, and generation behavior unchanged.

Verification Commands

Run these before publishing:

python -m py_compile app.py sample_contracts.py
python -c "import ast, pathlib; ast.parse(pathlib.Path('app.py').read_text(encoding='utf-8')); ast.parse(pathlib.Path('sample_contracts.py').read_text(encoding='utf-8')); print('AST checks passed')"

After pushing to Hugging Face, verify the Space metadata:

python -c "import json, urllib.request; d=json.load(urllib.request.urlopen('https://huggingface.co/api/spaces/build-small-hackathon/lease-lens')); print(d['runtime']['stage'], d['runtime']['hardware']['current'], d['private'], d['sha'])"

Expected:

  • runtime stage is RUNNING;
  • hardware is zero-a10g;
  • private is False;
  • SHA matches the latest pushed Space commit.

Local Codex-Attributed Commits

  • df9f20d35448693d6307dc8be275963e4b90fbc5 - prepared the hackathon submission package, README proof, and app default.
  • 3a974831a08b2fd34448ee8fc7b58b9e8448c470 - recorded the first Codex provenance commit in this build log.
  • aa802c421f00a665c392a7beb1114e11c6c3592c - added the custom legal evidence desk UI, gradio.Server APIs, mock preview mode, and REST fallback routes.

Limitations Kept Honest

  • Lease Lens is a review assistant, not legal advice.
  • The shipped app relies on deterministic grounding, deduplication, and keyword relevance guards around a 3B fine-tune.
  • The app reads the first 80k characters of long documents and declares coverage in the UI.
  • The v2/v2.5 abstention experiments are linked as measured variants rather than silently replacing the shipped model.