FlowSentinel

FlowSentinel is an intelligent, production-ready backend system that acts as your team's digital brain, solving the problem of critical information being lost across disconnected tools like Slack, Jira, and GitHub. It centralizes all workflow events and uses its AI Analysis Engine (powered by IBM watsonx.ai) to detect issues in real-time. This includes: Smart Blocker Detection (e.g., scanning for "stuck" or "waiting"). Risk Assessment (e.g., identifying deadline changes). Real-Time Status Calculation (🟢 GREEN / 🟡 YELLOW / 🔴 RED). Upon detection, FlowSentinel utilizes the IBM watsonx Orchestrate Bridge to execute automated actions—proactively sending Slack notifications, creating escalation tasks in Jira (simulated), or generating status reports. Users can also engage with the system via a Natural Language Q&A endpoint (e.g., "Is the project at risk?"). The system features a production-grade FastAPI architecture with 11 core endpoints, full Pydantic validation, and is fully Docker-ready with a comprehensive test suite (100% passing). It offers a clear path to scalability, ready for real IBM watsonx integration and PostgreSQL migration.