Back to Signal Feed
CodeTracked since May 18, 2026

Add one-command AIDLC Code Reviewer CLI for automated technical and business-logic review

This PR introduces the `scripts/aidlc-codereviewer` package and `aidlc-code-reviewer` CLI, replacing manual, disconnected review steps with a single workflow that runs configured static analyzers plus AI critique and generates linked summary, technical, and business-logic reports for AIDLC code.

AIDLC Code Revieweraidlc-code-reviewerAmazon Bedrockstatic analysis tools

What Happened

  • This PR introduces the `scripts/aidlc-codereviewer` package and `aidlc-code-reviewer` CLI, replacing manual, disconnected review steps with a single workflow that runs configured static analyzers plus AI critique and generates linked summary, technical, and business-logic reports for AIDLC code.
  • This PR introduces the `scripts/aidlc-codereviewer` package and `aidlc-code-reviewer` CLI, replacing manual, disconnected review steps with a single workflow that runs configured static analyzers plus AI critique and generates linked summary, technical, and business-logic reports for AIDLC code.
  • 1 evidence item attached for review.

What is Different

Before

Scattered source updates, isolated context, and manual follow-up across multiple feeds.

Now

Added a unified review stack (runner, common, agent, and tools layers) that orchestrates static checks, AI-assisted code/logic evaluation, and report generation in one command, including auto-generation and caching of tool wrappers and severity mapping that reserves HIGH/CRITICAL for security findings only.

Why Track This

Why It Matters

Developers reviewing AIDLC-generated code can now run one command and get both technical and business-logic review outputs in one pass, which should reduce missed defects and manual review overhead before code moves further in the pipeline; the implementation ties built-in analyzers (bandit, ruff, mypy, radon, vulture) with Bedrock-powered agents and emits linked HTML/Markdown artifacts, but teams should monitor Bedrock permission/setup stability, auto-wrapper generation reliability for newly configured tools, and whether severity filtering continues to prevent non-security tools from surfacing HIGH/CRITICAL findings.

Impact

Developers reviewing AIDLC-generated code can now run one command and get both technical and business-logic review outputs in one pass, which should reduce missed defects and manual review overhead before code moves further in the pipeline; the implementation ties built-in analyzers (bandit, ruff, mypy, radon, vulture) with Bedrock-powered agents and emits linked HTML/Markdown artifacts, but teams should monitor Bedrock permission/setup stability, auto-wrapper generation reliability for newly configured tools, and whether severity filtering continues to prevent non-security tools from surfacing HIGH/CRITICAL findings.

What To Watch Next

  • Watch whether AIDLC Code Reviewer becomes a repeated pattern.
  • Track follow-up changes around LLMOps.
  • Compare future signals against this evidence trail.
  • Re-check risk flags: bedrock_permission_and_preflight_failure, auto_tool_wrapper_generation_errors.
Open Topic TimelineOpen Technical EventOpen Original Sourcebedrock_permission_and_preflight_failure / auto_tool_wrapper_generation_errors / severity_false_positive_or_negative_classification / new_tool_discovery_cache_staleness

Supporting Evidence

GITHUB PULL REQUESTHigh Trust

awslabs/aidlc-workflows PR #282: feat: add AIDLC Code Reviewer tool

Developers can run `aidlc-code-reviewer` once to execute multiple code checks and receive comprehensive HTML/Markdown reports instead of manually chaining tools and reviewing raw outputs.