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Portfolio polish: validate chat quality, observability, security, and clean-clone setup #37

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@CoreyLeath-code

Implement the senior-review recommendations: verify the end-to-end chat path, document evaluation cases and latency, expose test/coverage and security-scan evidence, measure container size, validate the quickstart from a clean clone, move the strongest verified metrics near the README top, add project-specific trade-offs around context limits, hallucinations, reliability, privacy, and cost, and fix stale pending items, typos, and filename inconsistencies. Acceptance: reproducible commands, honest measured-versus-planned labels, and a focused PR.

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