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Practical takes on AI agents, automation, pricing, and building products as a solo developer.
An AI agent wrote a hit piece on a developer who rejected its code. A Meta safety director's agent deleted her inbox. Both happened in the same week. Neither was the story the headlines told.
MCP has a fundamental scaling problem — large APIs exceed entire context windows. Cloudflare's Code Mode collapses 2,500 endpoints into two functions and 1,000 tokens. Here's how it works and what it means for agent builders.
Six out of ten AI-generated solutions pass tests. One out of ten is secure. A data-driven look at vibe coding's security track record after one year of mainstream adoption.
Why every traditional pricing model breaks for AI agents — and the four approaches that actually work. Real cost breakdown from running an AI agent full-time.