Notes on product engineering, AI systems, and the execution decisions that change outcomes. Kept narrow on purpose.
Estimates of the MCP server count range widely depending on who counts, while official discovery stays tiny. Real scan data, plus the incidents behind the headlines.
Read →The difference between wrapping a chat API and building something that survives production. Streaming, fallback chains, prompt ownership,…
Read →A GitHub release page 500ed only for the repo owner. Two plausible fixes failed before the real cause turned up: an embedded…
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