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Subscribe →I ran a large backfill on a Railway-hosted Postgres instance and the database crashed. Railway's volume resize UI said 5GB. The filesystem still said 500MB. Here's what actually happened and how I got 43,000+ rows back. […]
I burned through my Claude Pro subscription in three days. Then my Cursor Pro subscription the week after. Both $20/month, both gone before I'd even built half the features I wanted. The problem wasn't the subscriptions. It was that I treated every task the same. Used the premium models for everything, even when simpler models would work fine. Learning to match models to tasks changed how I build with AI. […]
I tried to have my AI agent do everything itself. Backend APIs, frontend UI, testing, code review, deployment. It could do all of it technically, but the results were slow and scattered. Context switching between tasks killed momentum. Then I realized I was thinking about it wrong. I didn't need one super-agent. I needed a coordinator and specialists. The same way software teams work. One agent to plan and delegate. Multiple agents to execute in parallel. […]