INSIGHTS

Notes on architecture,
AI systems and
product engineering.

Longer-form pieces from projects in production. We publish when we have something worth saying, not on a schedule.

TOPICS

AI · SaaS · Architecture · Product

CADENCE

As-warranted

AUTHORED BY

The studio

NEXT

Q2 · 2026

01 / 2026 · 03 · 12
AI SYSTEMS
Groundedness is a product problem, not a model problem.
How we design retrieval and evaluation harnesses so LLM answers stay attached to real sources.
8 min read
COMING SOON
02 / 2026 · 02 · 27
SAAS ARCHITECTURE
Multi-tenant Postgres without regretting it at year two.
Row-level security, per-tenant migrations, and the ops story we recommend for growing platforms.
12 min read
COMING SOON
03 / 2026 · 02 · 04
PRODUCT
Scope cut-lines: how we ship in six weeks without shrinking the product.
A short field guide to sequencing scope so the first release is real, not a slice.
6 min read
COMING SOON
04 / 2026 · 01 · 18
AI SYSTEMS
A minimal evaluation harness that survives production.
Golden sets, LLM-judge scoring, regression alerts — with the boring parts made cheap.
10 min read
COMING SOON

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