TOP | Team Optimization Portal — Enterprise Agent for Pirates of the Coral bean Hackathon

blog link: https://medium.com/@UnnatiKdm/engineering-the-team-optimization-portal-top-a-deep-technical-retrospective-on-developer-0a55e8b61765

deployed website link: https://top-k2ll.onrender.com/

github link: https://github.com/unnatikdm/TOP

🛠️ What You'll See in This Video
Fix Build: Diagnose the root cause of any CI failure in seconds.
Cleanup PRs: Identify and resolve stale, blocked pull requests.
Security Scan: Proactively scan dependencies using GitHub + OSV.
Handover: Auto-generate detailed on-call shift summaries.
Query Console: Run raw SQL across GitHub, Discord, Sentry, and Jira.
Setup & History: Full control over data sources, credentials, and action logs.

⚙️ The Tech Stack Behind TOP
Core Technology: Coral — The open-source SQL interface over APIs, files, and live sources. (⭐ 3.4k stars on GitHub)
Frontend: React + Vite with a custom CSS design system.
Backend: FastAPI, subprocess controllers, and direct REST fallbacks.
AI Layer: A resilient Triple-Tier pipeline (Local Ollama → Cloud → Heuristic).
Runtime: WSL Ubuntu 24.04 for local, secure data processing.

🏴‍☠️ About the Hackathon: Pirates of the Coral-bean (WeMakeDevs x Coral)
Theme: Build an AI Agent that can query any API, database, or file as SQL. No ETL, no warehouse, no glue code.
Our Track: Enterprise Agent (One of two competition tracks).
Dates: May 25 – Jun 1 (Online).

📚 Resources & Links
🧑‍💻 Coral GitHub Repo: github.com/withcoral/coral
🏆 Hackathon Page: wemakedevs.org/hackathons/coral
📘 Coral Docs: withcoral.com/docs
💬 Coral Discord: withcoral.com/discord

🙌 Credits

Shoutout: Huge thanks to @WeMakeDevs @KunalKushwaha for the builder-first mindset, and the entire Coral team for making APIs queryable as SQL.

Team: Built by Aryan and me for the WeMakeDevs Hackathon.

💬 Questions or feedback? Drop a comment below!

#WeMakeDevs #Coral #Hackathon #DevOps #AIAgents #OpenSource #TOP

Видео TOP | Team Optimization Portal — Enterprise Agent for Pirates of the Coral bean Hackathon канала Unnati Kadam