More code, not better code
AI makes it fast to produce output. But without a practice around it, you produce more code without producing better software. Volume isn't the bottleneck anymore. Judgment is.
Cohorts and 1:1 partnerships where we work alongside you on the product, the code, and the delivery.
25 years of engineering judgment. Building with AI every day on real codebases.
AI makes it fast to produce output. But without a practice around it, you produce more code without producing better software. Volume isn't the bottleneck anymore. Judgment is.
Everyone on the team uses AI differently. No common workflow. No shared definition of what "good" looks like when AI is in the loop. Individual experiments, no collective discipline.
You can ship fast now. But fast in the wrong direction is worse than slow in the right one. Velocity without taste just compounds mistakes.
Claude Code and Cursor ship with no manual for how to actually engineer with them. You're self-taught in a discipline that's two years old. Everyone is.
Two formats. Pick the one that fits: cohorts to learn the practice, 1:1 for dedicated senior partnership.
For individuals and small teams
For individuals or teams who want dedicated time
Each week builds on the last. By week six you're running the full loop: setup, scope, build, test, deploy, ship. On your own code.
Get your environment right. Harness basics, AI-assisted workflow, how to talk to models effectively. Leave with a working setup and a shared vocabulary.
How to scope work for AI. Architecture decisions that scale vs. ones that don't. Review your current project's structure and make the calls together.
Patterns that work: executor/evaluator, multi-agent, structured output, tool use. When to pair with the model and when to steer it. Hands-on building.
TDD with AI, systematic debugging, verification before completion. The rituals that catch mistakes before users do. Build quality into the loop, not after it.
CI/CD, production deploys, monitoring, incident response. Getting from "it works on my machine" to "it's live and I know when it breaks."
Ship a real feature using the full workflow. Group review. Present your work. Graduate. You leave with a shipped feature and a practice you can repeat.
No fixed curriculum. Instead, we scope the work together and adapt every week. Here's how the first month looks.
30 minutes. Understand you, your codebase, your bottlenecks. Decide together if this is the right format. No commitment until we both say yes.
First week is audit mode. Review the codebase, understand the architecture decisions, identify where velocity is leaking. Scope the first month's focus together. You leave week one with a shared plan.
First pairing sessions on the highest-priority item. Establish the call cadence (2x/week) and the async rhythm. Start seeing the pattern of how we work together.
The agenda adapts. Some weeks are architecture review. Some are pairing on features. Some are unblocking a stuck engineer. You steer the priorities, we bring the judgment.
What shipped, what changed, what's next. Adjust the focus for month two. Cancel if one month was enough. Most people stay two or three.
→ Cohort or 1:1. Either works.
→ Team cohort or 1:1. We'll help you pick.
Cancel anytime. No hourly billing. No surprises.
For individuals building their first product with AI.
$3,500
$4,000 regular · intro pricing
For teams of up to 5 shipping with AI together.
$10,000
up to 5 people · +$$ per extra seat
For individuals or teams who want dedicated senior time.
$15,000/mo
ongoing · cancel anytime
Six weeks, six themes: setup and foundations, scoping and architecture, building with AI, testing and quality, shipping and deployment, and a capstone week where you ship a real feature using the full workflow. Each week builds on the last.
Yes. If you start with a cohort and want to continue with 1:1 partnership after, your cohort investment counts as relationship context. We already know your codebase, your stack, and your patterns. No onboarding tax.
We do that too. Our MVP offer is a fixed-price, fixed-timeline product build. We build it for you in 1-4 weeks. Together is for people who want to build WITH us, not hand it off.
Cohorts are a 6-week program: you join, you graduate. The 1:1 partnership is monthly, cancel anytime. Most people stay 2-3 months, but there's no lock-in. If one month is enough, one month is enough.
30 minutes. No prep needed. We'll look at where you are, where you want to be, and which path gets you there.