About develops
Models can write code. Shipping reliable code takes a pipeline. develops orchestrates specialized AI agents to turn a ticket into a review-ready Pull Request — with a human keeping the last word.
The reality
A language model writes convincing code in seconds. But convincing isn’t reliable. On a real repository, shipping means understanding the existing code, respecting conventions, writing tests that hold, breaking nothing elsewhere, and passing review. A single call to a single model doesn’t cover all of that.
That’s why develops isn’t an assistant, it’s a pipeline. The work is split into specialized stages — routing, planning, backend code, interface code, crossed testing, review and security — each handed to the best-suited model, across several model families. The stages check one another instead of trusting blindly.
The output isn’t auto-merged code. It’s a documented, tested, cost-tracked Pull Request that your team reviews and approves. The machine does the repetitive work; the decision stays human.
Our principles
Pull Request only
No direct push to main. The pipeline creates a branch, commits, then opens a Pull Request. Merging stays in your hands, after review.
Security by cross-checking
Cross-voting across several model families plus static analysis (SAST). On disagreement, the pipeline escalates to a human instead of deciding alone.
Cost under control
The right model at the right stage: about $3 to $5 per ticket, tracked in real time. Hard spend caps stop the pipeline cold — no runaway costs.
Human has the last word
Nothing ships without double validation: automated tests green and a manual PM check on a preview link. Both, or nothing.
At a glance
$3–5
per ticket, tracked in real time
6
specialized agents
2+
model families cross-checked
100%
of outputs as a Pull Request
How we build it
The standards we hold develops to, we hold ourselves to. Three choices shape the product.
Vertical slices
Every feature ships end to end — data, logic, interface — in its own isolated module. We add capabilities without weakening the rest.
Tests written with the code
Tests aren’t an afterthought: they live next to the code and are written by a different model than the author. We validate behavior, not intentions.
Bilingual from day one
Native French and English, with no hardcoded strings. The interface is built bilingual from the first line, not translated later.
Turn your next ticket into a Pull Request.
Human validation at every step, hard spend caps, Pull Request only.