Automated GitHub Backend Deployment. ZeroFault

Python, RESTful, Redis, Docker, Backend Development, GitHub, FastAPI, AI Model Integration · Project Title: Urgent Launch: GitHub Native Automation Backend App Setup & Live Deployment

Project Description: We are completely restructuring our AI software product and looking for a highly capable, fast-responding Backend Engineer to build a background automation system from scratch and take it fully live on deployment. We do not want a manual copy-paste web dashboard model anymore; the core system must operate fully inside GitHub actions.

Here is the exact step-by-step technical implementation required to get the app 100% production-ready and live:

1. FASTAPI WEBHOOK INTEGRATION: - Set up a dedicated post route endpoint: `/api/v1/github/webhook`. - Securely validate incoming webhook payloads from GitHub Actions using HMAC SHA-256 signatures. - Automatically intercept failed build logs (`workflow_run.completed` with status 'failed') and isolate the exact error traces.

2. ASYNC PIPELINE & SANDBOX PROCESSING: - Design an asynchronous background worker queue (using Redis/Celery or lightweight async tools) to process the error log data without blocking the main server. - Pass the raw error code and files to Claude 3.5 Sonnet to programmatically generate a precise code fix. - Sp