Show HN: AI Coding Engineers that evolve with you

Category: devtools

Tags: ai-agents, developer-tools, coding-assistant

Score: 4.0/10 (Innovation: 4, Technical: 4, Documentation: 2, Utility: 4)

Hatchery is a platform for AI coding agents that learn and adapt to a team's engineering practices over time, such as preferred PR sizes and deployment schedules. It aims to improve developer productivity by evolving agent behavior based on project-specific context like CI patterns and on-call duties. The concept is interesting but the project lacks substantial documentation and clear technical implementation details.

Target audience: backend devs, devops

Repository: https://hatchery.shelter41.com/

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