Articles

Field notes from production AI.

What we're learning building the full stack inside our clients' environments — storage, data, retrieval, and the seams where it usually breaks.

Jun 16, 2026 #Architecture#Infrastructure

In regulated AI, the seams break first

Most AI failures don't happen inside a model or a database — they happen at the handoffs between them. A field note on why we engineer the seams.

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