The AI built it.
But is it healthy?
AI tools are brilliant at turning your ideas into working software. What they can't do is make the architecture and engineering calls that determine whether it lasts. That still takes human expertise. And that's what we bring.
AI-fluent practitioners · Decades of engineering experience · Honest assessments
What makes this different
Engineering discernment, not just code review
AI tools execute on your ideas brilliantly. What they can't do is evaluate architecture decisions, spot what's load-bearing versus what just happens to work, or tell you what's safe to ship next. That takes a practitioner.
We look at what you built and what comes next
The checkup isn't just a snapshot — it's a read on where the hidden risks are before you release more on top of them. We help you understand what's solid and what needs attention before it becomes a problem.
Straight talk, whatever the answer is
Depending on the scope of your project and your goals, the right answer might be to keep doing what you're doing. We'll give you practical tips on how to build more sustainably with AI tools. And if something genuinely needs attention, we'll tell you clearly — without a sales agenda.
How it works
One hour. We look at what you built, share what we see, and give you practical tips on building with AI tools more sustainably. Honest assessment. Prioritized risks. Zero commitment. Sometimes the answer is "you're fine" — we'll say so.
→ After the call, we write up what we found and publish it anonymously — no names, no identifying details. You review it before it goes out.
If you want to go further — address the real issues and put engineering judgment in place before the next release cycle. Paid, scoped, bounded.
If you want to go furtherPractitioners embedded in your team — ongoing architecture guidance, release discernment, and engineering capacity. Not everyone needs this. When you do, it's there.
When you're readySteps 02 and 03 are optional. Some people just need the hour.