목록multi-agent systems (3)
잡동사니
How Building a Multi-Agent Development Pipeline Led Me to Design an AI Engineering Organization
From AI Coding Agents to AI Engineering OrganizationsIntroductionWhen I started the sqlgen-ai project, my goal was straightforward.I wanted to build an AI agent that could write code.At the time, I imagined a future where an AI developer could continuously improve itself, create tools it needed, and gradually become more capable over time.To explore that idea, I connected Hermes Agent, Codex, Gi..
How I Turned GitLab into a Coordination Layer for Autonomous AI Development Agents
Lessons from building a multi-agent AI development workflow for a production projectTL;DRBuilding a reliable AI coding agent is one engineering problem.Building a reliable AI development workflow with multiple agents is another.A single agent mostly struggles with execution quality.Multiple agents introduce coordination problems:task ownershipshared state visibilityrace conditionsworkspace conta..
Why Multi-Agent Systems Fail to Respond — Debugging a Real Hermes Agent Setup
Lessons from building and debugging a real-world multi-agent system with Hermes Agent📌 TL;DRThe agent didn’t fail to generate an answerIt failed to decide whether it should actMulti-agent systems require coordination signals, not just intelligenceThe fix was not better prompts, but explicit behavior contracts1. Problem — The Agent Didn’t Respond at AllWhile building a multi-agent system using H..