ai-quality-sentinel

Roadmap: Scaling to Production (Phase 2+)

Real-Time Integration

• Webhook Service: Implement active listening to trigger analysis as soon as a PR is opened.
• Jira App Integration: Create a Jira widget that gives a “Quality Score” to the story before it reaches the developer.

Advanced Intelligence

• Sentiment/Effort Analysis: Identify signs of low commitment through commit message verbosity and clarity.
• Auto-Ticket Generation: If the AI detects a recurring bug in code, automatically suggest creating a technical debt ticket.
• Custom Style Guides: Allow each project to load its own rules file (e.g. “This project uses strict Clean Architecture”).

Governance and Dashboards

• Manager View: Dashboard for managers with metrics on the project’s “Evolutionary Quality.”
• Feedback Loop: Allow humans to mark “AI, this alert was a false positive,” training the model locally.