task.md

OpsSentinel Enhancement Plan

1. Advanced Analytics & Insights

• Implement predictive analytics for workflow failure probability
• Add Flaky Test Detection system
• Implement MTTR (Mean Time To Recovery) tracking and visualization
• Add Pipeline Cost Analysis estimation

2. Actionability & Automated Remediation

• Implement 1-Click workflow re-run from Dashboard and Slack/Teams
• Add Auto-Triage to assign failures based on CODEOWNERS or commits
• Integrate LLM to parse logs and summarize root causes in notifications

3. Reliability & Architectural Scaling

• Migrate database from SQLite to PostgreSQL
• Implement WebSockets for real-time dashboard updates
• Set up automated data retention/cleanup policies

4. Security & Access Control

• Implement Role-Based Access Control (RBAC) (Viewer, Developer, Admin)
• Integrate SSO/SAML Login (e.g., Okta, Google Workspace)
• Add Audit Logging for system configurations and manual actions