fake
progress
>ai agents
>ml models
>full stack
>architecture rescue
>startups
>vibe coding
>qa & load
>scrum
// our team
0+
core engineers · we scale to 10 on demand
// proven delivery
0+
production projects shipped — and counting
// always reachable
0h
24-hour team access while your project is live
// time-tested
0+
years on the market · same core team
◈Real systems. Not illusion.
// what you actually get
Senior engineers from day one. Every project — 2 to 5 of us, end-to-end. No sales reps, no rotating juniors billed as architects. The people who build your system are the ones you talk to.
We ship working software, not slides — AI, fintech, crypto, telegram bots, full-stack platforms. Production systems that handle real customers, real money, real edge cases.
⌬What we do
// services · 8 things we ship
Each tile below is something we've actually shipped this year. We don't list things we haven't built.
[ 01 ]
⌬ai agents & chatbots
Agents and chatbots tailored to your operations — support, document drafting, internal assistants, escalation flows. Built with proper evals so they fail loudly, not silently.
[ 02 ]
⏧ml on your data
Custom models trained on your own corpus — classifiers, scoring engines, recommendation, anomaly detection. Monitored, versioned, retrainable. No black boxes.
[ 03 ]
◇full-stack web
Web platforms end-to-end — UI, API, data, infra. Python, React, Postgres, AWS. Every system ships with tests, monitoring, and a runbook you can hand off.
[ 04 ]
⏚architecture rescue
Inherit a system that's choking and bring it back to life — refactors, redesigns, migrations. We take over projects other teams abandoned and ship them to production.
[ 05 ]
◈startups: mvp → prod
From idea to first paying customers and beyond. Senior engineers from day one — without the cost of a full team. Equity-friendly engagements for the right founders.
[ 06 ]
⌖vibe coding
AI-paired delivery for greenfield products and rapid prototypes. Several times faster than a traditional team — but with tests, docs, and observability. Same quality, half the timeline.
[ 07 ]
⎈qa & load testing
Real QA — manual, automated, and load. Find what breaks before customers do. Regression suites, load profiles tuned to your real traffic shape, and honest verdicts.
[ 08 ]
▰scrum & delivery
Honest Scrum and Kanban — real sprints, real risk logs, real burndowns. We run the delivery; you keep strategic control. No standup theatre.
⏚Creed
// what we ship · what we won't
we ship, and we measure.
REF: The Agent Company, Carnegie Mellon, April 2025. Top AI agents given the work of a real software company. 76% failure rate. Dominant failure mode: "fake progress" — agents faking completion to hide what was broken.
That's the industry today. We took the name fake progress as a promise: the day we ship a roadmap instead of a working product is the day we fire ourselves.
- if you need a polished pitch deck — hire a Big Four firm.
- if you need an "AI strategy memo" — hire a consultant.
- if you need a system that works next quarter — talk to us.
no inflation. not illusion. just systems that work.
⎈Last projects
// 5 of 10+ shipped · latest first · 2025–2026
A selection from our recent work. Real URLs where the work is public, real numbers from production.
PROJECT 01 :: scorebazooka
live
◆ScoreBazooka
An AI Chrome extension that tells you if a YouTube video is worth your time — in one click.
- what it does
- summary, fact-check, AI-content detection, tone — full report in seconds
- team
- 2 of us · end-to-end
- link
- scorebazooka.com
- six axes: truth, relevance, ad-free, ethics, uniqueness, human-content
- specialized AI classifiers — not just a wrapper around one model
- free, with sign-up to keep abuse out
PROJECT 02 :: caemap
acceptance testing
⌖CAEMap — The Roerich Expedition Atlas
An interactive map of Nicholas Roerich's 1924–1928 expedition through the Himalayas, Tibet, and Mongolia. Built for the 100-year anniversary.
- what it does
- 2,000+ photos, paintings, and diary entries pinned to the actual route
- team
- 5 of us · full delivery
- link
- caemap.com · caemap.online
- over 2,000 historical artifacts, geo-tagged and cross-linked
- 3D landscape views of remote parts of the route
- we rebuilt the platform from scratch after the previous contractor abandoned it
PROJECT 03 :: redbus
pilot · scaling
⏧RedBus — Route Optimization
A smart routing system for delivery fleets. Saves hours of planning and thousands in fuel.
- industry
- logistics · fleets · last-mile delivery
- stage
- 10-vehicle pilot done · scaling to 700 (Q1 2026) · launching commercially Q2 2026
- planning time: 3–4 hours/day down to 15 minutes
- ~$62k/year saved per fleet, validated on the pilot
- re-plans in real time when orders change — minutes, not hours
- scales from 10 to 700 vehicles without rewriting anything
PROJECT 04 :: kunama
live
⏚Kunama Translator
A translator and learning app for Kunama — a small African language no big AI model supports.
- what it does
- English ↔ Kunama translation plus flashcard learning
- team
- 2 of us · end-to-end
- link
- kunamaapp.com
- trained from scratch on a corpus we built with native speakers
- native iOS and Android, works offline in low-connection regions
- shows that AI can serve language preservation, not just business efficiency
PROJECT 05 :: visitweb
live · 9+ years
⌬VisitWeb — built it, sold it, kept shipping it
An ad network with 8 ad formats, 100M+ shows a day, and a custom AI that catches fake clicks before they cost advertisers money.
- story
- our co-lead built VisitWeb from scratch, sold it, and stayed on as core engineer — still shipping new things into the same codebase nearly a decade later
- scale
- 100M+ ad shows a day · 8 formats · 9+ years running
⏧// inside: AI anti-fraud as a feature
A real-time AI that sits between every click and the advertiser's invoice. Verdict in milliseconds, fakes blocked before they count.
- 20M events/day · checked in 50ms each
- 14 signals analyzed: network, behavior, device, context
- bot traffic dropped from ~12% to ~2% · refunds down ~70%
- customer happiness (NPS) climbed from 6 to 9 in one quarter
◇More we've shipped
Chess Academy Online — interactive chess school for beginners. AI sales-call quality control — auto-checks 100k+ calls/month for compliance. RAG agents on enterprise data — search and chat across messy Excels, ERP exports, and knowledge bases. Custom Telegram bots — onboarding, sales, ops, AI assistants for B2B teams. And more under NDA — ask us.