AI-powered code generation

Build business systems. Zero dev team.

Self-hosted AI agents generate your full-stack app — inside your network, on your chosen stack.

  • Self-host, zero data egress
  • Swap stack in one line
  • Cost instrumented by design
Domain presets
14+
Stack adapters
5
Data leaves network
0 bits

Three reasons SMBs switch to compounding-stack-harness

Domain expertise, architectural flexibility, and cost control — built in from day one.

AI domain experts included

Industry-specific AI agents curate presets for your business domain — no need to hire or brief a human domain expert before you can start.

Swap frontend or backend freely

React, Vue, htmx on the front; Spring Boot, FastAPI, Node, or Go on the back — change either with a one-line profile edit, no rewrites.

Every LLM call is measured

Built-in cost instrumentation and multi-provider hedging keep AI inference bills predictable; self-host means your data never leaves the building.

Questions IT teams ask before the first call

Straight answers — no marketing gloss.

Does our data leave our network?

No. The harness runs entirely inside your network on your own servers. LLM inference is routed through whichever provider you configure (including on-premise models); no telemetry is sent to us by default. You control every egress point.

Are we locked into a specific frontend or backend?

No. The only stable layer is the wire-protocol contract in the middle. You can start with Spring Boot and React, then migrate the backend to FastAPI later — the profile change is one line and a rebuild. New adapters are addable without touching the contract.

How do you control LLM costs as usage grows?

Every agent call is instrumented with token counts and cost estimates logged per request. Automatic fallback routes expensive calls to cheaper providers or cached responses. You see a cost report monthly — and you can cap spend per tenant or per workflow.

How much effort is the initial self-host setup?

A single docker-compose bring-up with Vault Agent + Keycloak SSO sidecars included. One customer-profile YAML captures your conventions. Typical IT-staff setup time: under a day for the first domain. We run a free assessment call to scope your environment first.

Get early access before general availability.

We are accepting a small cohort of M1 design partners. Book a 30-minute assessment — no commitment, no sales pitch.

Get on the early-access list

Get in Touch

Tell us about your project and we'll get back to you within one business day.