PDF checklist
AI Opportunity Audit Checklist
The questions we work through on an audit call — run them over your own operation and find the three workflows worth automating first.
Insights
Notes on AI, MVPs and building things that last
Written by the engineers doing the work, for founders and operators making decisions with incomplete information. No listicles, no vendor cheerleading — including the parts where we're the wrong answer.
Latest writing
4 articles
MVP & product6 min read
How to estimate an MVP budget without overbuilding
Most MVPs cost too much for one reason: nobody ever cut anything. A practical method for arriving at a number you can defend — and a scope that earns it.
May 27, 2026Read
Delivery5 min read
How we manage remote delivery: weekly demos, PM, QA and documentation
The real fear in hiring an offshore team isn't cost or skill — it's silence. Here's the operating system we use so you always know exactly what's happening.
May 6, 2026Read
Comparison6 min read
Freelancer vs agency vs AI builder vs product engineering team
Four genuinely different ways to get software built, each right in different circumstances. An honest comparison, including where we're the wrong answer.
April 14, 2026Read
Founder resources
Free checklists and templates you can use today
The same instruments we use on paid engagements. Take them and run the process yourself — no call required.
Notion & PDF template
MVP Blueprint Template
The structure we use for paid discovery sprints — a requirements document that a developer could actually quote from.
PDF checklist
App Rescue Checklist
A diagnostic pass over a product that's slow, buggy or stalled — the same order we work in during a paid audit.
PDF guide
20 Questions to Ask an Offshore Vendor
The questions that separate a team that will finish from one that will go quiet. Use them on us too.
Let's build
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