Production

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  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.

  Marco Kotrotsos·5 May 2026·7 min read
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  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.

  Marco Kotrotsos·11 Mar 2026·5 min read