CL CodeAgent Ledger

agent code review evidence

Agent Code Review Evidence for Safer Merges

Agent code review evidence is the proof a team uses to show that AI-generated or agent-edited code received appropriate human review, automated validation, and risk-specific approval before merge.

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Best-fit situations

  • A pull request includes agent-generated code and human edits in the same branch.
  • A reviewer wants file-level evidence instead of broad PR comments.
  • A team requires extra sign-off for auth, payment, PII, infra, secrets, or legal pages.
  • A manager wants to know whether AI coding is speeding delivery without weakening review controls.

Operating steps

  1. Classify files by change actor and risk class.
  2. Map each risky file to CI, lint, security scan, code review, and manual sign-off evidence.
  3. Highlight unresolved evidence gaps before merge.
  4. Capture override reasons when a reviewer accepts a failed or skipped check.
  5. Keep an export that survives branch deletion and transcript cleanup.

Common risks

  • Reviewers approve the PR but do not cover the files most likely to cause harm.
  • CI passes globally but does not test the risky change path.
  • Manual sign-off happens in chat and is not preserved with the PR.
  • A later incident cannot distinguish agent logic from human correction.

How CodeAgent Ledger helps

CodeAgent Ledger provides a review evidence board that makes risky AI-edited files, test proof, approvals, and missing controls visible before merge.

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Questions

Common buyer questions.

What problem does this solve?

Agent code review evidence is the proof a team uses to show that AI-generated or agent-edited code received appropriate human review, automated validation, and risk-specific approval before merge.

When should a team use it?

A pull request includes agent-generated code and human edits in the same branch.

What evidence matters most?

Map each risky file to CI, lint, security scan, code review, and manual sign-off evidence.

Where does CodeAgent Ledger fit?

CodeAgent Ledger provides a review evidence board that makes risky AI-edited files, test proof, approvals, and missing controls visible before merge.

Related AI workflow reference

Teams comparing workflow plans with launch and market assumptions can also review MiroFish AI Simulator, a companion reference for simulation-style product reasoning.