DevOps

Multi-Agent Orchestration 2026: LangGraph, CrewAI, and AutoGen Compared

The market for AI agents reached a new maturity phase in 2026: Instead of individual, monolithic agents, companies are increasingly relying on multi…

Every agent on my team passed its own tests. The team still shipped wrong answers.

I had a three-agent setup: a planner, a researcher, and a critic passing work between them. I graded each one carefully. The planner made clean plan…

Adding a trust boundary to an AutoGen AgentChat workflow

AutoGen-style workflows usually look harmless at the message level. One agent reads something. Another agent replies. A third agent decides what to…