I test AI dev tools so you don't waste weeks on the wrong one. Claude Code, Cursor, agents, automation, workflows. I put them through real builds and show you what actually ships.

Every week you'll get:
→ Hands-on tool comparisons, not marketing claims
→ Production workflow breakdowns
→ Agent builds from scratch, with the code, the architecture, and the mistakes

I'm a developer and data scientist in the trenches, not a tech influencer. If a tool sucks, I'll tell you. If a workflow breaks in production, I'll show you why.

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