Developer
Why I Still Run Docker Compose in Production (And What It Costs Me)
Most small teams don't need Kubernetes. They need to ship. Here is the unvarnished reality of running Docker Compose in production: the...
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Developer
AI Tools & Reviews
Local AI Ops: Why Your Team Fails at Privacy, Latency, and the Human-in-the-Loop
Most teams fail at local AI not because the models are weak, but because they underestimate the ops burden. Here is the...
AI Tools & Reviews
Stop Publishing Bland AI Drafts: How Quality Gates Save Your Brand
Build an AI content pipeline with quality gates to block bland drafts and prevent duplicate topics before they hurt your brand.
Developer
FastAPI, Workers, and Next.js: Architecting AI Tools for Scale
Match your AI workload to the right backend. FastAPI for heavy Python tasks, Cloudflare Workers for edge speed, Next.js for UI-driven speed.
Automation
Cron is a Text File, Not a Scheduler: The Operator’s Guide to Distributed Locks and Heartbeats
Most cron jobs fail not because of the scheduler, but because of environment drift and race conditions. Here is the practical, unglamorous...
Developer
Why Small Teams Fail at Post-Mortems (And How to Stop the Bleeding)
Most small teams write post-mortems like college essays: long, blame-heavy, and filed away unread. This isn't just wasted time; it's a