AI-Driven SDLC Workflow

BacMR is maintained using an "AI-First" development approach.

1. Interaction Rules

• Tooling: Primary use of Gemini CLI for codebase modifications and investigations.
• Context: Always maintain the GEMINI.md and docs/ as the source of truth for the AI's "working memory."
• Verification: Every change MUST be followed by a verification step (lint, test, or curl).

2. Commit Quality Gates

1. Stage: git add <files>
2. Review: git status + git diff --staged
3. Approval: The AI is strictly forbidden from committing without a human saying "Looks good, commit it."
4. Log: Use semantic commit messages (e.g., feat:, fix:, docs:, refactor:).

3. solo CEO Execution Loop

1. Ideation: Chat with AI about a new feature (e.g., "Add Hybrid Search").
2. Design: AI creates/updates a design doc in docs/30_design/.
3. Implementation: AI writes code in small, testable chunks.
4. Review: AI explains the change; Human verifies via Postman.
5. Finalize: Commit and update docs/90_ops/progress.md.

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