Security & resilience
Speed has never been cheaper, or easier to mistake for safety. AI-assisted development ships in days what used to take months. It also hides its risks just as fast: permissive auth, leaked secrets, dependencies nobody chose deliberately. All of it works in the demo, butt fails when an attacker, an auditor or an enterprise customer looks close enough.
We audit the codebase the way an attacker and an acquirer would, fix what we find, and verify every fix against the finding it closes. What you get is a codebase you can defend to customers, to investors, and to your own future team.
Complex challenges
Every product has one problem that doesn't yield to more hands: an algorithm that misbehaves at scale, a performance ceiling nobody can explain, a distributed system that fails in ways that never reproduce. It stalls the roadmap and burns out your best people.
We take that one problem. Analysis first, then a prototype that proves the behavior, then production code your team owns. That is how Excalidraw's elbow arrows went from an untunable prototype to a router that holds 120 Hz and how we approach every problem of this class.
Applied AI
Most AI projects fail the same way: an impressive demo, then no path to the business metric it was supposed to move. We start from the metric (hours saved, decisions sped up, errors caught) and work backwards to the smallest system that moves it.
AI-assisted, human-led applies to what we build as much as to how we build it: automation where it is reliable, people holding the gates where judgment matters, and cost ceilings, guardrails and failure modes designed in from the start.
Product development
The full arc, from idea to production. We cut scope to what proves the product with real users, defer everything that doesn't, and design for the likely next steps without building them, so the first version stays lean and nothing boxes the business in later.
Working software lands in your hands within weeks, and keeps landing. Built on proven building blocks, verified against real use, in a codebase any competent team can take over. That is how BrokerBroker went from kickoff to a usable app in six weeks with zero redesigns or rewrites.
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