2d ago · 14 min read · 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...
Join discussion2d ago · 13 min read · 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...
Join discussion3d ago · 10 min read · I noticed it the first time I watched a voice session stall: the user had already finished speaking, but the system was still “thinking” like it was reading a novel line-by-line. That was the moment I stopped treating orchestration like a chain of ca...
Join discussion5d ago · 7 min read · The paradigm of AI-assisted development is shifting rapidly. We are moving beyond the era of chat interfaces and direct agent supervision—popularized by tools like AutoGPT and early iterations of codi
Join discussion
5d ago · 13 min read · 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...
Join discussionMar 3 · 9 min read · Temporal.io: Durable Workflow Orchestration for Microservices Distributed systems fail. Networks drop, services crash, deployments restart processes, and databases hit timeouts. The question isn't whether your multi-step business process will encount...
Join discussionFeb 25 · 7 min read · The art of dealing with modern applications is somewhat like an octopus dealing with different tasks simultaneously and keeping control. Modern software applications are spread across different machin
Join discussion
