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AI code reviewer with senior-level judgment and strict rubric

lazycoder is a code review agent that applies a fixed rubric of 17 rules to every changed code block, runs sandboxed checks, and returns a verdict of APPROVE, REQUEST_CHANGES, or BLOCK. It is designed to be deterministic, consistent, and auditable, with config-driven policies and an eval suite as a regression gate.

SourceHacker News AIAuthor: aisonalab
AI code reviewer with senior-level judgment and strict rubric
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Summary only

Under the source content permission, this page provides an editorial summary, key points, and a link to the original article.

Key points and analysis

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EngineersIntermediate

Key points

  • Evaluates every code block against 17 strict rules (R1-R17) for consistency.
  • Returns deterministic verdicts: APPROVE, REQUEST_CHANGES, or BLOCK based on severity policy.
  • Config-driven policy lives in declarative config files, not buried in code.
  • Includes an eval suite (evals.json) that acts as a regression gate to measure reviewer quality.

Highlights and analysis are generated automatically and may contain errors. Check the original source.

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