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Writing from the practice

What we learn in production, written down. Infrequent, technical, and no marketing.

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Engineering notes

Written when there is something worth saying

No content calendar and no cadence to promise. These are the arguments we have had internally, written up because they kept coming up with clients too.

LatestMAY 20265 MIN

Why small senior pods out-deliver large benches

Adding people to a system-design problem adds coordination cost immediately and capability slowly. The arithmetic rarely works.

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More writing

Everything else

APR 20267 MIN

The uptime math behind a 99.98% commitment

MAR 20266 MIN

A governance checklist to clear before your first fine-tune

FEB 20269 MIN

What "production-grade" actually means for LLM systems