The code got cheap. The consequences didn't.
Anyone can generate code that runs. We build the kind that still makes sense in a year, and hand it over with the reasoning attached.
Software got faster to write and harder to trust. Only one of those is your problem.
Cheap now
- The first draft, and all the boilerplate under it
- Glue between two APIs that nearly fit
- A migration script, in an afternoon
- A test that looks exactly like a test
Expensive now
- Knowing which behaviour just quietly changed
- Owning ten thousand lines nobody on the team wrote
- Onboarding anyone onto a codebase with no author
- Telling a real test from a confident one
We spend our time on the right-hand column. That is the whole pitch.
What we build
Web and mobile products
Customer-facing apps with auth, payments and an admin side that holds up. React Native sharing one backend, not forking it.
AI features that survive review
Retrieval, assistants and agents shipped with an evaluation set, so you can tell whether the last prompt change made it better or merely different.
Data and dashboards
Pipelines, reporting and the kind of dashboard people actually open on a Monday.
Internal tools
The operations software your team runs on spreadsheets today. These are quick to build now, which is precisely why they are worth doing properly.
Learning platforms
Courses, video, progress, certificates. We built ours; we know where the bodies are buried.
Codebases with no author
Generated in a hurry, or left by someone who moved on. We read it, pin what it does in tests, write down why, and make it safe to change again.
We use the same assistants you do. The difference is what we let through.
Pin what it does today
Before we change a line, we write tests that describe the current behaviour, including the parts that are wrong. Nothing can tell you a rewrite broke something if nothing recorded what it did.
The model drafts, the suite decides
Generated code is fast, and confidently wrong in ways review does not catch. So it does not merge on anyone’s judgement. It merges when a test that would have failed yesterday passes today.
Explain it, then leave
Documentation, a runbook and sessions with your engineers. We are a teaching company first, and a handover nobody understands is a bill you pay twice.
This is not a slogan we wrote for the website. It is how we moved our own platform onto a new backend: every endpoint pinned by a contract test first, then migrated one at a time, each step able to ship or roll back on its own. Ask us to walk you through it.
What we work in
- Go
- TypeScript
- Next.js & React
- PostgreSQL
- React Native
- Kubernetes
- Docker
On the AI side we stay model-agnostic and pick per task, after writing the evaluation, not before.
Tell us what you need
Six fields we always need, then a few that only matter for this kind of work. It takes about two minutes.