AI Code Rots Faster Than You Think
You'll make great progress at first. Then the codebase starts fighting you. AI-generated code needs more hygiene, not less.
Thoughts on building products, growth, and technology.
You'll make great progress at first. Then the codebase starts fighting you. AI-generated code needs more hygiene, not less.
Most teams lint for code quality. We lint for writing quality and design consistency. Four real rules that catch AI slop before it ships.
Why the quality of your input matters more than the quality of your instructions. How single words move trajectories, why CLAUDE.md can't save a bad codebase, and the uncomfortable truth about prompting.
The mindset shift required to build with AI without drowning in slop.
How to set up OpenClaw (Moltbot) on a remote server without risking your personal data. Treat the VPS like a compromised machine from day one: dedicated accounts, API key limits, zero access to personal anything.
The verification hierarchy from the Ralph Loop is the theory. The Dark Software Fabric is the implementation: a layered enforcement system from type checking to autonomous AI agents that lets software get built 24/7 without sacrificing quality.
The Ralph Loop escaped San Francisco and went mainstream. How software gets built is changing, what verification looks like now, and why indie devs have more leverage than ever.
How to get static-like page transitions on authenticated routes in Next.js without leaking private data. Uses middleware to distinguish prefetch requests from real ones, loads skeletons statically, and fetches private content through authenticated API routes.
The most useful thing about ChatGPT isn't drafting emails or generating code. It's having something to talk to when you're staring at a blank page and your brain won't cooperate.
I spent a week getting to inbox zero and turning off every notification I could. The difference was bigger than I expected. Here's what I learned and what I'd recommend.
Most teams treat page speed as a dev concern. The data says otherwise. A two-second delay doubles bounce rates, and Amazon found that 100ms of improvement translated to 1% more revenue.