AI-assisted prototyping
From idea to clickable, deployed prototype in under a week. Real code, real tests, real users.
Element 105 — Software agency
Prototype, test & ship
software at the speed of AI.
Dubnio is a small team of senior engineers using AI to build, test and validate software in days — not quarters. We also rescue codebases that AI started and humans need to keep running.
72havg. prototype turnaround
105experiments shipped
1.0xhuman in the loop
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01 The new problem
“We started a project with AI and now we need help maintaining all the generated code…”
— a founder, last week
AI lets anyone produce a working demo in an afternoon. The hard part starts after: making it secure, testable, observable, and boring enough to run in production. That's where Dubnio comes in. Let the experts help.
02 What we do
Testing & validation
Automated test harnesses, evals for LLM features, load & chaos testing for AI workflows.
AI-codebase rescue
Inherited a 50k-line vibe-coded repo? We refactor, document and stabilize it without rewriting from scratch.
Technical due diligence
Independent reviews of AI-generated systems: security, scalability, maintainability and cost.
03 Our process
- 01
Discovery call
30 minutes. We map the problem, the AI already involved and the real constraints.
- 02
Spike & estimate
A 2–5 day paid spike. You get a working slice and a fixed-scope proposal.
- 03
Build with AI, ship with humans
We use AI everywhere it accelerates us, but every line that ships is reviewed by a senior engineer.
- 04
Handover or stay
We document, hand over, and optionally stick around for maintenance and on-call.
04 Let the experts help
Tell us about your project. We reply within one working day.
hello@dubnio.com →