A production guide to semantic routing for LLM agents—architecture, thresholds, abstain logic, evaluation, and copy-ready implementation patterns that cut cost/latency without hurting success.
How Magentic-One’s multi-agent patterns evolved into AutoGen 0.4’s actor-model stack—covering architecture, event contracts, observability, and a pragmatic migration plan.
A practitioner’s blueprint for building your first LLM app that’s actually production-ready—deterministic orchestration, typed tools, grounding, safety, observability, and evaluation.
