Work

Each of these names a constraint, what we did about it, and what changed. Specific claims where we have them, and nothing where we don't.

2026-08-04 featured

Platform Financial Advisor — the whole picture, down to the receipt

A financial health platform that shows where the money actually goes, lets you follow any figure down to the transaction behind it, and projects where the trend lands.

Problem
Most financial dashboards answer "what happened" and stop. They cannot tell you whether the number is trustworthy, what is driving it, or where it lands if nothing changes.
Approach
One place for the whole position — worth, cash flow, commitments, trend — with every headline figure openable down to the transactions underneath it, and a forecast attached to each one.
Outcome
Eight years of history in a single trend, 7,000 transactions searchable in one field, and projections that state their assumptions. Where the data is incomplete, the screen says so instead of guessing.
dashboards forecasting data-integrity
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2026-06-30 featured

The platform we run ourselves

The studio's own operations platform — adaptive interviews, research, drafting and a durable job pipeline — built as one Go modular monolith and running in production.

Problem
A studio this size loses its scarcest hours to the work around the work — preparation, research, follow-up, and the admin that surrounds every conversation. None of it is billable and none of it compounds.
Approach
One Go modular monolith with schema-per-module Postgres, AI agents behind domain ports, and durable Postgres-backed jobs. The slow, reversible work runs unattended; anything that reaches a person stops and waits for one.
Outcome
Running in production. The architecture has since survived a complete swap of the AI framework by changing one adapter file — which is the result we actually cared about.
go genkit adk postgres sveltekit
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