Posts tagged "orchestration"

2 posts tagged with orchestration.

6 May 2026 · 31 min read

What 18 Months of Production AI Agents Actually Taught Me

Five things that broke, three that worked unexpectedly, and the cost arc that surprised me. A first-person retrospective from running AI agents in production for 18 months.

AI agents production lessons retrospective research orchestration

3 April 2026 · 15 min read

Why Your Multi-Agent AI System Keeps Failing (And What the Research Actually Says)

Multi-agent LLM systems fail 41-87% of the time. 79% of those failures come from coordination, not capability. Here is what the research says about building systems that actually work.

AI multi-agent systems LLM orchestration agents research open source