#production-ai

A workflow that double-charges a customer on retry, or loses 40 minutes of progress on a crash, isn't reliable. Here's the toolkit that actually fixes both.

The demo always works. RAND found over 80% of AI projects still fail, and MIT found 95% of pilots never show up on the P&L. Here's exactly where they die.

The model call is the easy 5%. Here's the architecture, security, cost, monitoring, and reliability work that turns a demo into a system you can trust.