Author name: stratoatlas

ai, Artificial Intelligence, Machine Learning, stratoatlas, systems-architecture

The PoC worked. That’s the problem. Live StratoAtlas Case.

stratoatlas / April 11, 2026

A team built a fine-tuned retrieval stack for a specialized technical domain — dense embeddings, sparse model, cross-encoder reranker…Continue reading on Medium »

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Ask HN: AI in production feels “off” even when everything looks fine? OK 4 anon

stratoatlas / April 9, 2026

You shipped it. Metrics are green.
And something still feels wrong — but you can’t point to it.
Everything passes checks, but you don’t really trust the system.Have you run into situations where:
• velocity is up, but nobody can clearly explain what’s…