While CrewAI is excellent for rapid prototyping of role-based multi-agent teams, production engineering in 2026 has clearly converged on graph-based state machines like LangGraph. The ability to model cycles, manage complex states, and enforce human-in-the-loop validation is non-...

Deploying Retrieval-Augmented Generation systems requires rigorous evaluation. We must measure both retrieval precision and generation faithfulness. Relying solely on user feedback is insufficient for detecting hallucination rates in complex domains. Implementing automated evalua...

Building robust multi-agent systems requires moving beyond simple sequential execution. We need dynamic routing, event-driven communication, and state management at the edge. By running lightweight agents in WebAssembly workers, we can achieve sub-millisecond coordination and hig...