A product specification becomes a bounded feature, an AI agent implements it, human review verifies the result, and the accepted change ships before the loop continues.
A feature-driven workflow for shipping software with AI coding agents and explicit human review.
A product client reaches a FastAPI control boundary, opens a streaming session, and coordinates with an AI model. Operational logs branch from the backend boundary.
Production APIs and real-time streaming for an AI voice feature.
MySQL binlog events enter a Python synchronization process, which transforms changes for Elasticsearch while Redis stores the last processed binlog position.
A Python tool for synchronizing MySQL data to Elasticsearch through full loads and binlog-based incremental updates.