#llmorchestration

How to design, orchestrate, and ship agentic AI systems that plan, act, and recover — with concrete patterns for tools, memory, and control.

November 2025, during an architecture audit of a multi-model inference layer for a document search...

Agent orchestration decision matrix: 6 scored factors tell you exactly when to use deterministic scripts vs model-driven control for AI agents in 2026.

Mastra 1.0 is the TypeScript framework for production AI agents — agents, memory, workflows, RAG, and evals in one package. Here's how it works.

Moving beyond basic tool-calling to a composable skill pattern that makes agent capabilities discoverable and reusable across different frameworks.

Securing AI Agent Workflows: Preventing Identity Collapse in Multi-Step Chains When...

A staff engineer’s deep-dive into Microsoft’s Semantic Kernel framework for building production-grade...

How AI voice agents are transforming recruitment with natural, adaptive conversations that work around the clock