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HOW WE WORK

A development agency run by agents — with humans signing every PR.

Why we're faster and cheaper without trading off quality: the pipeline runs on agents; decisions sit with people.

The agent pipeline

Five specialized roles that hand work off to each other, with checkpoints where a human approves or corrects.

  1. 01

    Planner

    Turns the brief into an implementation plan with atomic tasks and acceptance criteria.
  2. 02

    Designer

    Generates wireframes, design system, and clickable prototypes. Always passes through human review.
  3. 03

    Coder

    Writes code in small PRs. Follows repo conventions and stack patterns.
  4. 04

    Tester

    Generates unit, integration, and E2E tests. Runs the suite in CI before requesting review.
  5. 05

    Security reviewer

    Audits each PR against OWASP top 10, dependencies, and leaks. Flags risks for humans.

Where humans come in

My commitment as founder: I sign off four checkpoints in every project — spec, architecture, first PR, and release. No PR lands on main without a human pair of eyes.

  • 01

    Spec approval before any code is written

  • 02

    Architecture review before the first commit

  • 03

    Human code review on the first PR of every critical module

  • 04

    Light pen-test and release sign-off

What we aim to deliver

  • Weeks
    Target velocity

    delivery cycles measured in sprints, not quarters

  • Fixed price
    Pricing model

    build sprints priced per deliverable, no open-ended retainers

  • 100%
    Human review per PR

    a hard model commitment: a human signs every change

Frequently asked

Is the quality comparable to a traditional agency?
Yes. Agents generate more code, humans review with more time. Test coverage and lint strictness usually end up tighter than in human-only projects.
Who owns the code?
You do. We hand over the repo, pipelines, and docs. No lock-in to our internal tooling.
Does my data go through third-party models?
By default we use hosted models (Anthropic, OpenAI) under no-training policies. For sensitive data we configure private deployments (Bedrock, Azure OpenAI, or open-source models in your cloud).
Who are the humans in the loop?
Right now it's me, Marian Sanjur, founder and engineer. I review every checkpoint in the pipeline. As we onboard clients I'll bring more senior engineers into the loop — same review model.

See the pipeline on a call

30 minutes. We walk you through a real project, the agent logs, and the points where a human stepped in.

Book a call