Insights from
the work.
Field notes from building data platforms and AI agents: the patterns, tools, and lessons we lean on every day.
Published as we encounter them...
...but mostly when we have something to say.
Latest articles
We can't load articles from Medium right now. Read them on Medium directly.
We offset our token spend with our own framework.
Our in-house agentic development framework is a repeatable shipping loop: plan, implement, review, and test with small, focused contexts and shared standards. Agents stay on task instead of burning context on rediscovery.
For clients that means less waste in agent runs, a clearer line between exploration and delivery, and no lock-in to any one model. We measure usage ourselves so we can keep improving how we work.
Token efficiency
Savings figures coming soon
Measured with NeuralShield, our AI usage ledger.
Ask us how we keep agent costs downShorter takes, project updates, and the occasional opinion.
We post some lighter-weight commentary on LinkedIn. What we're shipping, what we're seeing in the market, and notes from the field that don't quite warrant a full article.