52 articles tagged with DevOps
Ditch the risky big-bang releases. Learn how to implement native Gradual Deployments, version upload pipelines, and Version Affinity on Cloudflare Workers using Wrangler.
Overnight agent recovery. How to design atomic Git commit squashing, automated snapshot isolation, DB migration rollbacks, and fast revert hooks.
The AI FinOps telemetry dashboard tutorial. How to build real-time OpenTelemetry tracking for token usage, cost per developer, and model latency.
Engineering agent safety. How to build AST syntax boundary checks, automated test gates, Git worktree isolation, and diff size limiters in TypeScript.
The engineering team cost control playbook. How to build internal API proxy gateways, budget rate limiters, token usage dashboards, and model routing rules.
A production engineering playbook. How to organize daily dev workflows around AI agents as specialized junior teammates, from spec writing to automated verification.
The AI tool space has consolidated. Read a technical analysis of Cognition's acquisition of Codeium's Windsurf, the rebranding to Devin Desktop, and the evolution of agentic IDE interfaces.
The AI regression testing guide. How to build automated prompt eval suites, semantic similarity scoring, and LLM-as-a-Judge benchmarking in TypeScript.
Production agent postmortem. What happened when an autonomous agent dropped a production table, and the 5 security guardrails required for production write access.
An engineering postmortem of a 2-week experiment delegating a sprint to an autonomous coding agent. Explore recursive loop failures, token burns, and execution security.
Slash LLM costs by 40-85%. A production architecture guide to cheap-by-default routing, complexity classification, circuit breakers, and gateway failovers.
Production multi-agent design patterns. Router-Worker, Hierarchical Supervisor, Map-Reduce Parallelism, and Shared Memory State orchestration in TypeScript.