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Notes from production AI.
Field reports from building agentic workflows, permission-aware RAG, and the LLMOps to run them. What breaks in production. What we ship anyway. What we learned.
Field Reports
State of AI dev — June 2026: the month the demo stopped counting.
A field report from the work we did this month. The industry quietly agreed on one thing in June: a prototype that works is no longer evidence of anything. Here's what's actually breaking when AI-built systems meet production - and what we're doing about it.
Alexander Mia · Jun 16, 2026 · 9 min read
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