Services
Get AI coding agents working on your codebase — without betting the roadmap on it.
Whether you need a workflow designed from scratch, an existing setup hardened, or your team brought up to speed, the engagements below cover the work. Each one ends with something running in your repo and a team that can keep it going.
What is on offer
Four engagement types. Most teams start with one and add others as the work proves out.
Consulting & workflow design
We map the work your team already does into agent roles, issue queues, and review gates. The output is a workflow your engineers trust — AI handles the repetitive work, humans stay in the loop where judgement matters.
Claude Code & multi-agent setup
Hands-on setup of a working environment: prompts, skills, MCP servers, and CI hooks tuned to how your codebase actually ships. You leave with something running, not a slide deck.
Audits & code reviews
Point agents at legacy modules, dependency upgrades, and security-sensitive surfaces so you cut tech debt without freezing the roadmap. You get a prioritised list of findings and the fixes that are safe to automate.
Team enablement
Working sessions that get your engineers productive with agents on their own code — review habits, guardrails, and the failure modes to watch for. The goal is a team that keeps going after the engagement ends.
How an engagement runs
The work is staged so you see value early and are never locked in before you have proof.
- 1
Scope
A short call to understand your codebase, your constraints, and what good looks like. If agents are the wrong tool, you will hear that here.
- 2
Pilot
We pick one real piece of work — a refactor, a feature, a recurring chore — and run it through an agent workflow end to end, so the value is visible before you commit further.
- 3
Roll out
We harden what worked into repeatable workflows and hand them to your team with the prompts, guardrails, and CI hooks documented in your repo.
- 4
Hand off
You own the setup. I stay available for follow-up reviews, but the workflow does not depend on me being in the room.
Who it is for
If you recognise yourself in one of these, the engagements above will fit.
- Businesses
- You have an engineering team and a backlog longer than your runway. You want measurable throughput gains from AI without rewriting how your team works.
- Startups
- Two or three engineers, no time for a research sabbatical. You need an agent setup that ships features today and scales with the next five hires.
- Vibe coders
- You build by feel and ship side projects on weekends. You want the same multi-agent leverage the big teams use, without the enterprise overhead.
Not sure which engagement fits?
Tell me what you are working on and what is in the way. I will respond with whether I can help and what a sensible first step looks like — no boilerplate sales call.
Get in touch