Plain-language writing on shipping AI-built software you can rely on. Coherence, security, and keeping a product true to what you meant.
Guides & articles
Four pieces in progress, each one drawn from audits and builds we have run for clients. They cover the questions that come up before a launch.
Production
An AI prototype gets you to a working screen in a day. Real users arrive with accounts, bad input, and load, and that is where the shortcuts underneath start to show.
Coming soon
What it covers
Security
Row-level security policies that look right and are not, keys that ended up in the client bundle, and the access gaps that show up when the second user signs in.
Coming soon
Coherence
Drift is when the code still runs but no longer does what you asked for. What causes it, and how to catch it in review instead of in production.
Coming soon
Operations
Connecting tools and teams so a change in one system does not quietly break the report someone else depends on.
Coming soon
Start with an audit. In a few days you'll know what's underneath, in plain language.