Scaffolding
App structure, dependencies and build config generated together.
Describe the app you need
Describe what it should do. AI writes the app, then builds and ships it. Full observability from day one.
Development and deployment are the same action.
From description to liveDiting
01Commit
02Build
03Release
04Observe
05Roll back
Born with observability
No second instrumentation step after launch. By the time the release finishes, metrics, logs, traces and sessions are already coming in.
- Describe the app in natural language
- Pipeline and image built automatically
- Release to the target environment
- Observability on by default
Describe, generate, release
Describe
Say what the app does and who uses it, in plain language.
Generate
AI writes the application and configuration into a repository.
Build
Pipeline, image and environment are prepared automatically.
Ship
Release to the target environment, with observability switched on.
Manual steps removed
Instrumentation
Capture starts at launch. No SDK to add.
Bundle hand-off
Build, release and roll back in one place.
Version rollback
Versions and release records stay; go back any time.
How it runs
| Input | Natural language, optionally a template |
|---|---|
| Output | Application code, image, deployment config |
| Target | Kubernetes or hosts |
| Observability | On at release, no second setup |
Fits
- Internal tools, operations backends and data APIs
- Teams that need to validate an idea fast
Doesn't fit
- Large core systems that will evolve for years under an engineering team
Bring your system in
Tell us what you run: OS, kernel, public network or not, virtual machines or clusters. We will map the path in.