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Release developed changes to main#9

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bishalprasad321 merged 13 commits into
mainfrom
develop
Apr 30, 2026
Merged

Release developed changes to main#9
bishalprasad321 merged 13 commits into
mainfrom
develop

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@bishalprasad321

@bishalprasad321 bishalprasad321 commented Apr 30, 2026

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📌 Summary

🤖 AI Generated Summary

Released new documentation, added Groq token usage tracking, refined decision logic to preserve judge outcomes, and performed CI fixes.

Key Points:

  • Added comprehensive docs (CONTRIBUTING, DEVELOPMENT, QUICKSTART, API, architecture) and updated ADRs.
  • Groq client now records prompt, completion, and total token usage for cost monitoring.
  • Decision normalization only upgrades COMMENT when findings exist, never overriding explicit judge decisions.

Highlights:

  • Improves onboarding and transparency for contributors.
  • Enables token-based cost tracking for LLM usage.

🧑‍💻 Developer Notes

  • Add any extra context here

✅ Checklist

  • Documentation updated / modified

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Multi-Model Consensus Review: Approved

Consensus Process

  • Consensus Achieved: Round 1
  • Models reviewed: Reviewers llama-3.1-8b-instant, openai/gpt-oss-20b, llama-3.3-70b-versatile + Judge openai/gpt-oss-120b
  • API Tokens Used: 10215

No issues found.

Reviewed by PR Pilot Review - AI-powered Multi-Model Consensus Review System

@bishalprasad321 bishalprasad321 merged commit 322cab0 into main Apr 30, 2026
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