Why AI native?
We run software development as workflows of AI agents, in your repository, with an enforced test gate. You stay in control. Here is what that means in practice, and where the limits are.
Three-Week Builds
A one-week Spec Sprint produces a backlog cut into four-hour items. The build is quoted fixed-price from that backlog and takes about three weeks.
Enforced Test Gate
We install and enforce your project's test gate. Nothing merges without passing it.
Your Repository
We work in your repository, and you are in control. There is nothing to hand over at the end.
How the Pipeline Works
Agentic Pipeline is tooling we built and operate. It runs development as workflows of containerized AI agents covering intake, specification, architecture, design, decomposition, implementation, deployment and automated QA. You never log into it. It is the reason we can quote three weeks.
Ordered Execution
Work items run in order, on purpose. When an item deviates from the specification for a good reason, that change propagates to everything downstream before the next item starts.
Multi-Provider Routing
Work is routed across GLM, Kimi and any other provider, including local LLMs, through configured workflows, with fallback. Every run records which model processed which code.
Independent QA
The deployed application gets independent black-box testing, and every item ships with a generated demo and before/after screenshots.
Coherence Over Wall-Clock Time
Work items inside a project run in order, not in parallel. We chose that on purpose. Large agent-built codebases have a failure mode where they quietly stop matching the brief, and ordered execution prevents it. Many projects run at once; within yours, nothing starts until the specification it depends on is current.
How work runs today
On the roadmap, available soon
We are building these. Until they ship, we do not sell them.
What You Can Hold Us To
Every claim on this page is true of shipped code today. Anything still being built is labelled as roadmap above.
Work happens in your repository
You are in control of the code and of what merges
Ordered execution with spec propagation
Items run in order. Specification changes reach downstream work before it starts
Enforced test gate
We install and enforce your project's test gate on every item
Independent black-box testing
The deployed application is tested from the outside, not only at unit level
A demo and before/after screenshots on every item
You can see what changed without reading the diff
A record of every run
Every run records which model processed which code, so you can see exactly what happened
Why It Matters
A price you see before you commit
The build is quoted fixed-price from the Spec Sprint backlog. If you do not proceed, you still own every sprint deliverable outright.
No drift
Ordered execution keeps the codebase matching the specification. That is the failure mode that sinks large agent-built projects, and it is the one we designed against.
Changes need approval
The pipeline measures which configuration works and proposes changes for approval. It does not tune itself in the background.
One real proof point
A production system for a real client: multi-service, over 100,000 lines, four weeks from scoping to deployment, delivered with seed data and working access control.
Read the detailsReady to Scope Your Build?
Tell us what you're building and we'll tell you what three weeks gets you.
Free Consultation