Priced straight
Stick to the brief, we stick to our price. No surprises on the invoice.
Software that works — on budget, on time. That's the whole pitch.
We build websites, assess and fix accessibility, and improve AI development workflows for international marketing agencies, web studios and startups—including AI-first and vibe-coding teams.
Start a projectStick to the brief, we stick to our price. No surprises on the invoice.
No hot potatoes in your lap. If something breaks, we fix.
We move first on AI — adopting new capabilities early and putting them to work in production.
Services
The web work you already need, plus the engineering discipline that makes AI workflows dependable.
01 Web and digital
Blackbox and code-based assessments, project-specific accessibility guidance and tooling for AI, and code fixes. Work with us directly or bring us in as your subcontractor.
02 AI services
We analyze project history to identify workflow friction and recurring issues, then implement and test improvements to instructions, skills, agent personas and model/effort selection.
Case studies
01 AI reliability engineering
Agent-oriented visual and accessibility-tree regression with evidence built into review.
See the regression workflow02 AI reliability engineering
Historical project analysis, task-specific subflows and verification matched to the work.
See the task subflows03 AI reliability engineering
Eight review skills compared across models and harnesses on a verified benchmark.
See the review benchmarkWho's behind the carrot
Led by Hajime Yamasaki Vukelic, a 20-year+ veteran software engineer, not a rotating cast of juniors.
01 Client engagements
02 Earlier experience
Tell us what you're building. You'll get a real price and a real date — not a discovery-phase invoice.