It demos well. It gets first users. It shows promise in a pitch deck.
Then it meets production. Real traffic, real edge cases, real security concerns, real data that doesn’t match the happy path. The gap between it works on my machine and it runs reliably for customers is where most software dies, and in 2026, with AI tools generating more code than ever, that gap is getting wider, not narrower.
We close that gap. That’s the whole job.
Recent independent research, not vendor marketing. We cite it because it does most of the selling for us.
66% of developers report frustration with AI output that is “almost right but not quite.” Stack Overflow Developer Survey, 2025
A prototype is maybe 30% of software. The remaining 70% (auth, error handling, observability, security, integration, testing, deployment, the phone ringing at 2am when something breaks) is what separates a demo from a business. Most of our engagements start where other projects ended.
We use Cursor and Claude Code daily. They make good engineers faster. They do not turn non-engineers into engineers, and they do not make shaky prototypes production-safe. The tools are remarkable. They are also unfinished.
Getting ServiceTitan to talk to QuickBooks reliably, or hardening an auth flow that someone vibe-coded in a weekend, is rarely about building something new. It is about the careful, unglamorous work of making systems behave correctly under conditions their authors didn’t anticipate.
When the small team knows what it is doing. We are deliberately boutique. Senior engineers, no account management layer, no junior developers practicing on your codebase.
They’re short on purpose. Long manifestos are usually a sign somebody’s hiding something.
Most agencies won’t. We will. If a project is a $10K integration sprint, we say so before the first call. Pricing transparency filters for serious buyers and respects everyone’s time.
Productized engagements: fixed scope, fixed timeline, fixed price where possible. We don’t sell time-and-materials, because it creates misaligned incentives. If a project genuinely needs to expand, we say so explicitly and re-scope together. No surprise invoices.
Most flagship engagements transition into monthly retainers. The software we build needs to keep running. We like to be the people answering the phone when it doesn’t.
We don’t run a founder brand. Our clients pay for engineering, not personality. The work we ship, the case studies we publish, and the clients who refer us to their peers are the introduction we trust.
Our engineering team has shipped at companies including Capital One, John Deere, and Epicor, plus a growing list of AI-native startups and growth-stage marketplaces.
If any of those describe your week, we’d like to hear about it. Pick the door that fits.
