Claude Code Is Writing Bad Python Because You Skip This Setup
PostToolUse hooks in Claude Code automatically format, lint, and test your Python files the instant Claude edits them. Stop manually running black and …
Netflix Killed Half Their Product Tests. Revenue Grew Anyway.
Netflix slashed their parallel experiments and focused on system-level improvements instead of local metrics—here’s why it worked.
The Essential Claude Code Python Setup That Actually Makes You Productive
Stop fighting with Claude Code’s defaults and start building faster with these essential configuration rules, skills, and testing patterns that …
Your Side Project Isn't Worth 4x ARR (Here's What Buyers Actually Pay For)
Most founders overvalue their side projects. Here's what makes a SaaS business worth 2-4x ARR and what kills the deal before due diligence.
AI Code Guardrails: Why Speed Without Safety Breaks Production
AI generates 41% of all code today, but that speed comes with hidden costs. Learn why guardrails are essential and how to implement them before AI-generated bugs reach production.
Claude Code Keeps Breaking My Python Environment (Until I Found UV)
Claude Code and other AI tools forget to activate conda environments, waste context re-installing packages, and break your workflow - UV fixes this by …
I Don't Trust AI - I Trust Gates That Prove Code Works
Developers spent decades removing trust from software delivery. Every gate - type checking, tests, security scans - exists because 'it works on my machine' isn't good enough. AI can't fix processes that have none of that.
Escape Lovable Vendor Lock: 10-Minute Migration to Vercel
A complete guide to migrating from Lovable to Vercel in under 10 minutes, avoiding vendor lock and protecting your codebase from becoming public.
The Best AI Coding Setup I've Ever Used (For Testing Vibe-Coded Apps)
Recording AI agent interactions with Playwright and replaying them isn’t just clever—it’s the only reliable way I’ve found to test …
The Python Logging Setup I Actually Use in 2026 (And Should Be Default)
A battle-tested Python logging configuration using Rich that brings consistency across projects and solves the verbosity nightmare.
Why LLMs Keep Forgetting Things (And How Mem0 Fixes What RAG Can't)
Understanding when to use RAG, Mem0, or MCP isn’t just academic—it’s the difference between an AI that forgets yesterday’s …
The Productivity Mirage: Why AI Can't Replace Your On-Call Engineers
AI coding tools boost early productivity, but collapse under the pressure of production systems—here’s why on-call engineers are irreplaceable.