DevOps Engineer
376 articles published
A practitioner-grade breakdown of Istio and Linkerd across architecture, mTLS, traffic control, performance, and total cost of ownership.
A practitioner's checklist for securing AWS, ordered by impact so you fix the things attackers actually exploit first.
A practitioner's tour of the reusable patterns for building reliable LLM agents, and when each one earns its keep.
AI agents went from demos to production this year. This is the map: the frameworks, the protocol tying them together, and the patterns that actually ship.
Small language models now handle most agent steps at a fraction of the cost, so pick per step instead of defaulting to a frontier model.
A practitioner's guide to tracing, evaluating, and debugging LLM agents in production with the tools that actually earn their keep.
A practical look at when multiple coordinating AI agents actually help, the orchestration patterns that work, and where they fail.
MCP is an open standard that gives AI agents one consistent way to reach external tools and data instead of bespoke glue.
A hands-on tutorial for building a Model Context Protocol server that exposes tools, resources, and prompts to any LLM host.
A practitioner's comparison of the leading LLM agent frameworks, matching LangGraph, CrewAI, AutoGen and more to real use cases.
A practitioner's head-to-head on LangGraph and CrewAI, covering control, state, production readiness, and when each framework earns its place.
Run only the CI jobs a change actually affects using if conditionals, trigger path filters, and per-job path detection in a monorepo.
