#multi-agent-systems

3 signals tagged with this topic.

5 AI Agent Design Patterns That Survive Production

Tool-use, planning, multi-agent handoff, human-in-the-loop escalation, and verification gates — the five AI agent design patterns everyone teaches — look identical in a course slide. Under real traffic they behave nothing alike, and each one guards against one specific failure.

July 10, 20269m read

LangGraph vs CrewAI vs Claude Code: Picking an AI Agent Framework

Feature tables don't tell you which AI agent framework to use. The coordination model does — explicit state graph, role-based crew, or one capable agent with skills.

July 10, 20268m read

Why AI Agents Approve Their Own Bad Work (And How to Fix It)

Anthropic just admitted that Claude approves its own mediocre output. Their fix — borrowed from GANs — separates the agent doing work from the agent judging it. Here's how adversarial evaluation changes everything for agent systems.

March 26, 20268m read