Harnessing Semantic Routing for LLM Agents in AI Agentic Workflows

By Piyush in Semantic Routing 07 Oct 2024

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.…

Deepening Our Understanding of AI Agentic Workflows: The Evolution of Magentic-One and AutoGen 0.4

By Piyush in AI Agentic Workflows 05 Oct 2024

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.…

Building Your First LLM Application: a Production-Grade Path (Not a Toy)

By Piyush in beginner-ai-project 22 Sep 2024

A practitioner’s blueprint for building your first LLM app that’s actually production-ready—deterministic orchestration, typed tools, grounding, safety, observability, and evaluation.…