Category
evaluation
2 articles in this category
AI Architecture Patterns: Routers, Planner-Worker Loops, Memory Layers, and Evaluation Guardrails
TLDR: A single agent loop is enough for a demo, but production AI systems need explicit layers for routing, execution, memory, and evaluation. Those layers determine safety, latency, cost, and traceability far more than model choice alone. TLDR: The ...
•8 min read
LLM Skill Registries, Routing Policies, and Evaluation for Production Agents
TLDR: If tools are primitives and skills are reusable routines, then the skill registry + router + evaluator is your production control plane. This layer decides which skill runs, under what constraints, and how you detect regressions before users do...
•11 min read