moikapy

The near-trillion valuation isn't a victory lap for AI. It's a closing door. Here's what builders should do before it locks.

Most AI agents running in production today aren't really agents. They're glorified prompt chains with retry logic. Here's what the benchmarks miss and the deployed systems actually look like.

Every major AI lab has a safety page. They all use the same words. What those pages don't tell you is the structural problem nobody wants to fix.

The API pricing page says $3 per million tokens. Cool. Here's what it actually costs when you factor in retries, latency spikes, fallback chains, and the plumbing nobody budgets for.

OpenAI, Anthropic, Google. They all say they're building AI safely. But read the actual safety pages side by side and a pattern emerges that should make you uncomfortable.

After leaving Vercel following a security breach, I discovered Cloudflare for hosting and OpenRouter for AI inference—a combo offering flexibility, free model access, and built-in OAuth for prototypes.