Category
orchestration
3 articles across 2 sub-topics
LLM Skills vs Tools: The Missing Layer in Agent Design
TLDR: A tool is a single callable capability (search, SQL, calculator). A skill is a reusable mini-workflow that coordinates multiple tool calls with policy, guardrails, retries, and output structure. If you model everything as "just tools," your age...
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...
How Kubernetes Works: The Container Orchestrator
TLDR TLDR: Kubernetes (K8s) is an operating system for the cloud. It manages clusters of computers (Nodes) and schedules applications (Pods) onto them via a continuous declarative control loop — you describe what you want, and Kubernetes continuousl...