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How we work

Fast, and still there in a year

Speed that comes from removing waste rather than lowering the bar. These are the commitments, the machinery and the practices behind every engagement.

Shipping for teams across four continents

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What we commit to

Six things that do not change

Whatever the engagement, these hold. They are the parts clients tell us made the difference, and none of them are about technology.

  • One team, one bar

    The engineers who scope your build are the ones who write it. There is no separate delivery team, no handover to a cheaper bench once the contract is signed, and no junior billed at a senior rate.

  • A named technical lead

    One senior engineer owns the architecture and every merge for the length of the engagement. You always know whose decision something was, which is the difference between a partner and a vendor.

  • Decisions in writing

    Architecture choices are recorded with the alternatives and the trade-off, in your repository. In eighteen months the question will not be what we built but why, and by then nobody remembers the call.

  • Your infrastructure, your access

    We work in your repository, your cloud and your issue tracker, with credentials you grant and can revoke. Nothing important lives in an account only we can reach.

  • Small scopes, fixed

    Phase one has a written scope and a price. A change is then a visible decision you make, rather than a slip you discover in a status report six weeks later.

  • We will say no

    If the work does not need us, or the plan will not survive contact with your constraints, we say so — in week one, when it is still cheap to hear.

How we use AI

The AI part, specifically

Every studio says it uses AI. This is the actual machinery, and the limits we hold it to.

  • No model trains on your code
  • Secrets never enter a prompt
  • A senior engineer owns every merge
  • No auto-merge path, on any engagement
  • MCP

    Model Context Protocol

    Agents read your real repo, logs and schema over a standard protocol — inside your perimeter, read-only by default.

  • Agent skills

    Versioned procedures

    Our playbooks and review checklists live in your repo, so every engagement runs the same way whoever is staffed on it.

  • Evaluation harnesses

    Scored, not vibed

    Model output is scored against your own traffic and gated in CI, rather than judged by how the demo went.

  • Sub-agent fan-out

    Parallel, then reconciled

    Audits and migrations run many agents at once, then reconcile into a single reviewed change.

  • Context engineering

    Retrieval over guessing

    The limit is rarely the model — it is what was put in front of it. That selection is the engineering.

  • Deterministic guardrails

    The bar a model cannot talk past

    Types, tests and CI sit outside the model. Generated code clears exactly the same bar as hand-written.

How we work

Fast is a process, not a promise

Six practices every engagement runs on. They are why the numbers repeat instead of being one lucky project.

Small teams. Short branches. A human on every merge.

The engagement

One week to a plan. Then we build.

We measure your delivery metrics before changing anything, so the improvement is a number rather than a claim.

  1. Scope and baseline

    We read the codebase properly, measure your current DORA numbers and write the specification everything is built from. You keep the baseline whether or not we continue.

  2. Scaffold

    The specification becomes typed, tested skeletons grounded in your existing conventions. What is normally a sprint of boilerplate takes an afternoon.

  3. Verify

    Every pull request clears the same typed build, the same test suite and the same senior review. A human engineer owns every merge — no exceptions.

  4. Harden

    Load modelling against realistic traffic, failure-mode analysis, and SLOs with alerting provisioned before the first real user arrives.

  5. Hand over

    Your team takes the repository, the pipeline and the runbooks. We pair rather than present, and we plan the exit from week one.

Working together

Across time zones, in your systems

The mechanics, stated plainly. “Great communication” is what a studio writes when it has no process to describe.

Where the work happens

Your repository, your cloud account, your issue tracker. We bring the pipeline and the practices, not a parallel system you cannot see into.

Cadence

Async by default, with a working demo every week against your own environment. Not a slide deck — the thing itself, running.

Overlap

Four or more hours of live overlap with US East, UK and Australia, so a blocking question is answered the same day rather than the next one.

When something breaks

A named engineer, a runbook that already exists, and a written post-incident note. Whoever is on call is someone you have spoken to.

What you hold at the end

The repository, the pipeline, the infrastructure code, the decision records and the runbooks. Handover is a state the project is kept in, not an event at the end of it.

Let’s talk

Start with the baseline week

One week, and you keep the plan whether or not we go further.