PCM Lead Maintainer

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  it's identifying 'Knowledge Gaps' and researching deep architectural facts about our security and concurrency models.

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  GitLab pipeline (Commit: "PCM: Registered Agent and Flow") has officially Passed.

Inspiration

Standard AI agents are reactive and forgetful.

What it does

Evolves from Infant to Adult Lead Maintainer using project-specific DNA (PCM).

• Passive DNA Extraction: Scans the codebase to extract tech stack, patterns, and quality standards.
• CI/CD Auto-Healing: Integrates into GitLab pipelines to analyze failure logs and suggest precision fixes.
• Cognitive Retrieval: Provides a grounded view of the project's DNA to other AI models to avoid hallucinations.

Challenges we ran into

Handling concurrency and trust scores.

Accomplishments that we're proud of

100% test success and successful GitLab registration.

Built With

• gemini
• gitlab
• gitlabdue
• mcp
• python
• sqlite