Agentic Engineering | Mix & Go

AI as a tool

• Every engineer prompts their own way
• One task at a time
• AI code gets reviewed when someone has time
• More output means hiring more people
• AI can reach more than it should

AI as a team

• One shared setup the whole team uses
• Several agents working in parallel
• Tests and review on every change before it merges
• More output from the team you already have
• Agents only get the access they need

Map the work

We start with your roadmap and your codebase. I work out which jobs agents can take on, what they need to know, and where a person has to stay in the loop.

Set up the agents

Agents for the work that eats your team's week: features, tests, refactors, migrations. Each one gets your conventions, the right context, and one clear job.

Build in the checks

Tests, review, and CI gates catch bad output before it merges. Agents propose changes. An engineer decides what ships.

Keep it safe

Agents only get the access they need, secrets stay out of prompts, and you can see what you're spending on tokens before the invoice arrives.

Start here

One-Week Build Sprint

$5,000 fixed price

Your first agents, shipping a real feature in 5 business days.

We pick one real feature, prototype, or stubborn problem from your backlog. I set up agents for your codebase and ship it with them, tests included, in five business days. Your team keeps the setup and gets a walkthrough of how it was done.

• The feature, merged or ready to merge
• An agent setup for your repo: instructions, conventions, review gates
• Small, tested changes your team can actually review
• A short write-up of what to set up next
• A walkthrough call with you and your team

Ongoing

Then, as part of your team

Prefer a review first?

Independent Second Opinion

Already using AI across the team? I look at your codebase and how your team works with agents, and tell you in plain English what's working, what's risky, and what to set up next.

• Code health, including what AI has quietly made worse
• How your team uses agents today, and where time is leaking
• Security, performance, and cost risks, in priority order
• A walkthrough call with you and your team

$3,500 fixed price

Report delivered within 5 business days.

1

Book a call

30 minutes. We look at what you're building and how your team uses AI today. You leave with a plan either way.

2

Run a build sprint

One week, fixed price, money back if it doesn't ship.

3

Keep going if it's working

Part-time or full-time, month to month.

I've been shipping production software for 18 years, most of it in Ruby on Rails, including seven at RepairPal, where I grew from one of the first engineers to tech lead as the platform scaled to 3M+ monthly users.

I build with agents every day. I write the specs, set up the agents, run several at once, and review what they produce. All those years of watching codebases grow, or fall apart, are how I know what to hand to an agent and what to keep for a person.

I also build AI into products: agent platforms, RAG and semantic search, provider-agnostic LLM layers. I've trained over 160 developers, written books and courses, and I speak at conferences.