PYTHON

A FastAPI Starter Kit for Shipping LLM Features in Production

Most FastAPI tutorials skip the production parts. This starter kit covers retries, structured outputs, streaming, quotas, and replay tests.

AI-IMPLEMENTATION

Code Review Is the New Bottleneck, and AI Made It Worse

Companies budget up to $900K for year one of AI, then discover that getting from pilot to production costs 2-3x the original build. The gap between a working demo and a reliable production system is where most AI initiatives quietly die.