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A newer version of the Gradio SDK is available: 6.20.0
Contribution Strategy
Codex contribution is part of the hackathon strategy. Keep the history clear, useful, and easy for judges to inspect.
Rules
- Use small commits with plain messages.
- Keep planning, scaffolding, model integration, UI, tests, and submission polish in separate commits.
- Do not squash the whole project into one final commit.
- Preserve Codex-attributed commits in GitHub history.
- Reference the relevant plan file in commit bodies when useful.
Suggested Commit Sequence
Initialize BugLens planning scaffoldAdd verified stack foundationImplement validated bug report schemaAdd deterministic render exportsBuild mock Gradio workflowWire MiniCPM observation pipelineAdd Modal inference endpointPolish custom BugLens UIAdd examples, tests, and README submission links
Why This Matters
The plan targets Best Use of Codex. A clean contribution history shows Codex was used holistically: planning, scaffolding, schemas, tests, backend integration, UI, and deployment support.