How We Build
Our multi-agent delivery pipeline, in the open — because proof beats claims.
We don't just use AI tools. We run a multi-agent pipeline as the way we deliver, in the open, because that is what earns trust with technical buyers.
The delivery pipeline
Five stages, one human gate
Specialized agents analyze, plan, build and review. A failed review goes back to Plan. Nothing ships until a person signs off.
Stage by stage
What each agent does, and what the gate checks
Pick a stage. These are the roles and checks of the pipeline, not a client run.
01 · Analyze
Reads the codebase, docs and the brief before anyone proposes a change. Builds a map of modules, data flows and dependencies, and writes down what it could not determine.
- Inputs
- Your repository and documentation
- The goal or ticket
- Knowledge base from earlier work
- Outputs
- Structured analysis: modules, dependencies, risks
- Explicit list of unknowns and assumptions
- What the gate checks
- Unknowns are listed, not guessed
- Scope confirmed with a person before planning starts
Why agents, not a single prompt
Plan, act, remember, evaluate
A real agent evaluates its own result before it is allowed to stop. That is the difference between a demo and a system.
Your code, our agents
The four questions technical buyers ask us
We answer them in writing, specific to your engagement, not in a landing page.
Does our code go to a third-party model?
Ask us — we answer this in writing before any engagement.
What is retained, and for how long?
Ask us — we answer this in writing before any engagement.
Do we sign an NDA / work in your VPC?
Ask us — we answer this in writing before any engagement.
What does ISO 27001 cover?
Ask us — we answer this in writing before any engagement.
Eval-first, human-in-the-loop
Evaluation harnesses
Measure whether the system is actually improving, not whether one demo worked.
Human review
Sits on the critical gates. Agents accelerate; people stay accountable.
Observability & guardrails
Cost, latency and safety tracked on every run.