Developer
The On-Call Tax of AI-Generated React Code
AI-generated React code passes the demo but fails the on-call. Bridging the gap requires a six-dimension audit focusing on error boundaries, observability
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Developer
AI Tools & Reviews
Agent Memory Is a Cost Center: How to Stop Burning Tokens on Noise
Most agent failures are memory design failures. Stop treating context as infinite storage and start treating it as a finite, expensive resource....
Security
Why Your Internal MCP Server is a Security Liability (And How to Fix It)
MCP is a communication pipe, not a security boundary. Secure internal tools with least privilege and the boring success criterion.
Technology
Home Lab to Client-Ready: Drawing the Line Between Tinkering and Production Support
The gap between a functional home lab and production-grade support is procedural discipline, not hardware.
Automation
Where Playwright Ends and AI Agents Begin
Deterministic automation is hitting a wall. I’ve spent years debugging selector failures and anti-bot blocks. Here is why hybrid AI agents are...
Automation
Stop Automating Publishing: A Resilient Workflow Guide for WordPress
WordPress automation fails when it ignores human editorial friction. Learn to build resilient workflows that prevent duplicate drafts and ensure quality.