A vibe-coding studio. Remote-first, working with founders worldwide.

We count the revenue first. Then we write the code. For founders who want a product that pays back, not a pretty demo.

MVP in 5 working days. Full SaaS in 2 weeks. Landing page in 3. Fixed price in the contract, starting at $1,490. Paid via Stripe in USD or EUR.

claude.code
READY
REVENUE DASHBOARD
LIVE
$3.2M
ARR
+18% YoY
$740K
Net profit
×1.4
23%
Margin
↑4.2 pp
Variable costs67%$2.1M
Fixed costs10%$320K
Net profit23%$740K
since 2017
shipping products
100+
projects in production
5 days
from kickoff to launch
from $1,490
MVP, fixed price
// НАШИ КЛИЕНТЫ
GAGA GAMES PULSAR7 L7 AGENCY ARTEKO FP FINANCE CLEANING MOSCOW MP PRIBORKA BELPOSHIVGRUPP PIXELMONEY AUTO4U KORNI OOO AKS ORG.STRUKTURA SVAROG HOROSHAYA SVYAZ STRATEGY L7
"
Seen hundreds of beautiful sites and "perfect" MVPs that earned nothing. Our approach is different. Marketing foundation first: who the ICP is, what their pain points are, the financial model. Then the code. That's why our products start earning from launch.
Mikhail Khlestov, CEO
Mikhail Khlestov
CEO · AVAT, Architects of Tech

Seven things we already shipped
for ourselves first, now for you.

Every format is already running in our own operations or for a paying client. We'll ship the same for you in days, not months.

What vibe coding is
and how it differs from traditional development.

// DEFINITION

Vibe coding is a development method in which AI tools (Claude Code, Cursor, ChatGPT, Copilot) write code from a task description, while a senior engineer reviews, steers and owns architectural decisions. No-code handles the boilerplate: forms, databases, integrations, auth, without manual programming.

The combination gives you a 5-10× speed-up with no quality trade-off: the repetitive work is done by AI and platforms, and the senior is free to focus on what matters, product decisions, security, UX.

MVP TIMELINE
5 days vibe coding
vs
3-6 mo. traditional dev
MVP COST
from $1,490 vibe coding
vs
from $40K traditional dev
HYPOTHESES / MONTH
4-6 vibe coding
vs
0-1 traditional dev
CHANGES
daily vibe coding
vs
per sprint traditional dev

What you've already lost
picking a regular agency.

Three stories we hear on 7 out of 10 brief calls. If any of them ring a bell, you've already lost time or money. Or both.

01

"Promised 3 months. Built in 9."

Budget grew 2-3×. Every change billed separately. You're paying for process, not a product that earns.

02

"Shipped and vanished"

Release happened, vendor disappeared. Bug fixes at double rates. The product is left without an owner exactly when sales start.

03

"Got a pretty website, not a SaaS"

They don't understand billing, retention, onboarding, the metrics that make SaaS work. You end up with a shell that needs a second budget to become a business.

Vibe coding + a marketing foundation.
That's the combination.

Nine years in marketing. Six SaaS of our own running in production. Sixty-plus repeat clients. We know how to write the code and who to sell it to, to whom, for what, at what price. That's why your product starts earning in month one, not "someday".

01

Marketing foundation.
Before the code, not after.

We answer "to whom, for what, at what price" first, then we write the code. Nine years in marketing, six SaaS on our own brand, 60+ recurring clients. So when we say "this will sell", we're not pitching a design concept, we're answering with our own P&L.

Pulsar7
FP
MP Priborka
PixelMoney
Korni
OrgStruktura
02
05days

MVP in 5 days.
Not 3 months.

Vibe coding + no-code + an opinionated stack = 10× speed. Code quality doesn't suffer: every change is reviewed by a senior.

03

Fixed price.
No surprises.

Price on the site. Scope is locked. If we miss the date, that's our problem, we keep building.

04

Transparency every day,
not every two weeks.

Shared chat. Live previews refresh daily. You watch commits in real time. No black boxes, no "we'll show you at the sprint demo".

Transparent pricing.
No "let's get on a call to discuss budget".

SPRINT
from $1,490
// from 5 days

MVP SaaS end-to-end: a working product with one key feature, live on your domain. Add-on "+ landing page", total $1,990.

  • ✓ 30-minute discovery brief
  • ✓ SaaS with one key feature
  • ✓ 2 revision rounds on the SaaS
  • ✓ Add-on "+ landing for traffic" (+$590, 1 revision)
  • ✓ Live deploy on your server
  • ✓ Code in your repository
  • ✓ 14 days post-launch support
Choose SPRINT
PARTNERSHIP
$60 / hour
// ongoing

Continuous development. Pay only for real working hours: new features, A/B tests, growth analytics, retention.

  • ✓ Dedicated technical lead
  • ✓ Hourly billing
  • ✓ Weekly iterations
  • ✓ A/B testing
  • ✓ Product strategy
Discuss PARTNERSHIP
→ Scope is locked in the contract. If we miss the date, we keep building at our cost.
→ SPRINT add-on: Google Ads launch (search + display) + landing SEO, +$590.

Six SaaS products we built
and run ourselves.

Before we shipped a SaaS for clients, we shipped six on our own brand. We know SaaS from the inside, metrics, billing, retention, CAC and LTV, because we live with them.

Pulsar7

240+ tenants

KPI plan-vs-actual SaaS for marketing agencies. Built for L7 Agency in Russia, now a multi-tenant product running for 240+ companies.

MP Priborka

40 clients

Unit economics SaaS for Ozon and Wildberries marketplaces, P&L per SKU, CAC and LTV per category. FastAPI + Next.js on Selectel.

PixelMoney

personal

Personal finance with AI categorisation, cookie-auth, mobile-first. Pet project that turned into a working web product.

FP, Finance Planning

internal

Financial planning tool for service businesses: revenue forecast, project margin, cash flow. Next.js + Supabase.

Korni

archive product

Family-tree SaaS with state-archive integrations, civil-registry records and voice memos from grandparents.

OrgStruktura

team tool

A constructor for organisational structures: who reports to whom, who owns what. One screen instead of a 12-tab spreadsheet.

Common questions
before the brief call.

How fast can you actually ship a working MVP?+

Five working days for the SPRINT package: auth, database, one core user flow, simple dashboard and basic analytics. Anything claiming "MVP in 1 day" is a Figma mockup, not a product. If your idea has three connected flows or payments, that's the PRODUCT package, 1-2 weeks.

If we miss the deadline, we keep building at our cost. It's a clause in the contract.

What's vibe coding, exactly?+

It's a development method where AI tools (Claude Code, Cursor, ChatGPT, Copilot) write code from a task description, while a senior engineer reviews, steers and owns architectural decisions. The term was coined by Andrej Karpathy in February 2025; we've been using the workflow since 2023.

Quality doesn't suffer because the senior reviews every change, AI mistakes get caught faster on review than they would be written by hand.

Who owns the source code?+

You do. GitHub repo under your organisation from the first commit. After launch you can hire any team and continue without us. No vendor lock-in, no hidden runtime fees, no "you have to host with us".

Do you work with US, UK and EU clients? How do payments work?+

Yes. Our legal entity is in Kazakhstan; payments go via Stripe (USD, EUR) or bank wire. Async work over Telegram or Slack, video calls on demand. We've shipped for clients across CIS, EU and the US since 2017.

What's the deal with the "Russian roots"?+

Honesty. Most of our engineers come from the Russian/CIS engineering tradition, strong CS fundamentals, hands-on experience with complex systems, the kind of training that built ClickHouse, Telegram, Yandex search and a long list of infrastructure used worldwide.

We pair that with AI-native tooling and a marketing-first approach to product. The result is the cost-quality ratio you came to this page for.

What if my idea turns out to be wrong on day two?+

We stop and refund 50% of the prepayment. Better to lose a few hundred dollars on day two than several thousand on day five. The whole point of an MVP is cheap hypothesis validation.

Tell us about your product.
We'll come back with a price and a date.

A 30-minute brief call, then a fixed-price proposal within a working day. We work with founders worldwide. Async on Telegram or Slack, video calls scheduled in your time zone. No "let's circle back next week".

Payments: Stripe (USD, EUR) · Wire (USD, EUR, AED) · Legal entity in Kazakhstan