OBSERVATION ARCHIVE·20 systems · 12 servers · 3 continents

We don’t talk about automation. We shipped it.

Twenty systems running right now. Trading platforms with millions of orders, an esports ecosystem of 14 microservices, agents that read briefs and write articles on their own, crypto payment processing with true double-entry accounting. Below — every one of them, honestly and in detail.

20

systems in the portfolio

14

running in production

12

servers we operate

720K+

users at peak products

22

exchange integrations

BuyCrypt PUBG PRO NEXUS SEORun Forpost AIRELTAR AdPilot Sol ORAKUL Crypto Gateway EP Agent Cultural Attaché TONMM MeetCopilot Finposter BuyCrypt TapApp PersonaNet Traffic Platform FileDrop Invoice Bot USDT Ban TrackerBuyCrypt PUBG PRO NEXUS SEORun Forpost AIRELTAR AdPilot Sol ORAKUL Crypto Gateway EP Agent Cultural Attaché TONMM MeetCopilot Finposter BuyCrypt TapApp PersonaNet Traffic Platform FileDrop Invoice Bot USDT Ban Tracker

CATALOG·pick a domain or browse everything

01 in prod BuyCrypt — interface

Fintech · 2021 — now

BuyCrypt

A trading simulator that grew into a full exchange ecosystem: 22 exchange integrations, real-money tournaments and funded prop accounts for the winners.

Flutter · Java · Spring Boot · Django

02 in prod PUBG PRO NEXUS — interface

Gamification · 2025 — now

PUBG PRO NEXUS

An esports platform of 14 microservices: tournaments, betting, PvP, daily matches, a battle pass, TON deposits and self-healing Discord servers.

NestJS · Next.js · PostgreSQL

03 in prod SEORun — interface

Growth · 2026 — now

SEORun

An SEO command centre that replaced a dozen Google Sheets and n8n: an article pipeline from keyword to publication, a 730-domain network and new-site launches in two clicks.

Fastify · React · PostgreSQL

04 in prod
AI AGENTS Forpost 01YouTube /TikTokmonitoring02Download andGPUtranscription03Summarisationinto a story04Per-chatpersonalisation05Publishing toTelegram / WP FASTAPI · NEXT.JS · POSTGRESQL · TIMESCALEDB · PGVECTOR · FASTER-WHISPER · OLLAMA IBOOST.UA · 2025 — now

AI agents · 2025 — now

Forpost

Video becomes news without a human in the loop: the system watches YouTube and TikTok, transcribes on GPU, rewrites into an article and publishes to Telegram and WordPress.

FastAPI · Next.js · PostgreSQL · TimescaleDB

05 in prod AIRELTAR — interface

Business systems · 2026 — now

AIRELTAR

A realtor’s working day in one app: property and client database, deals with documents, a viewing calendar, calculators and a peer-to-peer listing exchange between agents.

NestJS 11 · Next.js 15 · PostgreSQL · PostGIS

06 in progress
GROWTH AdPilot 01Ingest GoogleAdsstatistics02Computeconversionsand budget03Deterministicrules andgates04Executechanges05Reconcile andreport PYTHON 3.12 · FASTAPI · POSTGRESQL · TIMESCALEDB · CELERY · REDIS · GOOGLE ADS API IBOOST.UA · 2026 — now

Growth · 2026 — now

AdPilot

Autonomous Google Ads management: the system builds campaigns, computes conversions corrected for attribution lag and moves budgets — but no bid ever changes without a deterministic rule.

Python 3.12 · FastAPI · PostgreSQL · TimescaleDB

07 in prod
BUSINESS SYSTEMS Sol 01Nightly syncfrom Poster02Metrics anddetectors03Findingspriced in ₴04Advice with alifecycle05Measurementof realeffect PYTHON · SQLITE · POSTER API · CLAUDE API · NGINX · SYSTEMD IBOOST.UA · 2026 — now

Business systems · 2026 — now

Sol

A layer on top of a restaurant’s POS that does not draw charts — every morning it tells the owner where money is leaking, exactly how much, and what to do this week.

Python · SQLite · Poster API

08 in prod ORAKUL — interface

Gamification · 2026 — now

ORAKUL

A Telegram bot and Mini App that read personality from birth date and place: natal chart, numerology, destiny matrix and karmic nodes — paid for in Telegram Stars.

aiogram 3 · FastAPI · PostgreSQL

09 in progress
FINTECH Crypto Gateway 01Invoice anddepositaddress02On-chainpaymentdetection03Sweep to themother wallet04Postings andfeerecognition05Merchantpayout TYPESCRIPT · NODE 18+ · POSTGRESQL 16 · REDIS 7 · VITEST · TRON · TON · EVM IBOOST.UA · 2026 — now

Fintech · 2026 — now

Crypto Gateway

Custodial multi-chain crypto payment processing: a unique deposit address per invoice, automatic sweeps to the mother wallet, and genuine double-entry accounting.

TypeScript · Node 18+ · PostgreSQL 16

10 in prod
AI AGENTS EP Agent 01Brief upload02Parsing andquoteextraction03Evidencecheck andgates04Judgement orabstention05Deck andback-channel PYTHON 3.14 · FASTAPI · POSTGRESQL 18 · PGVECTOR · CLAUDE API · FASTEMBED · JINJA2 IBOOST.UA · 2026 — now

AI agents · 2026 — now

EP Agent

An agent that reads commercial briefs like a seasoned executive producer: it finds the central contradiction, flags what is unsolved — and goes quiet when it is not sure.

Python 3.14 · FastAPI · PostgreSQL 18 · pgvector

11 in progress Cultural Attaché — interface

AI agents · 2026 — now

Cultural Attaché

An ad transcreation system: it takes a brand’s master campaign to a new market not by translating it but by culturally adapting it — through eight stages with human gates.

Python · FastAPI · React · Tailwind

12 in prod
FINTECH TONMM 01DEX swap flow02Strategy anddecision03Execution viaSTON.fi04Inventoryrebalance05Reconciliationand safeties PYTHON 3.12 · FASTAPI · REACT 18 · MONGODB · SQLITE · FUNC IBOOST.UA · 2025 — now

Fintech · 2025 — now

TONMM

A market maker for tokens on TON: it holds a price corridor and liquidity on DEX, manages a wallet pool, and has three independent ways to stop itself.

Python 3.12 · FastAPI · React 18

13 in prod MeetCopilot — interface

AI agents · 2026 — now

MeetCopilot

A prompter for work calls: it listens, catches the moment someone asks you a project question, and within seconds serves an answer grounded in the actual code.

FastAPI · Deepgram · Claude API

14 in prod Finposter — interface

Fintech · 2025 — now

Finposter

Ukraine’s financial portal: loans, credit, cards, deposits and insurance — with an admin console that edits literally every line of the site, plus a mobile app.

Node.js · Express · EJS

15 in prod BuyCrypt TapApp — interface

Gamification · 2024 — now

BuyCrypt TapApp

A Telegram Mini App that brought in 720,000 users: a tap game, a BTC price-prediction game, a wheel, quests and a multi-level referral tree feeding the main platform.

PHP 8.4 · Bun · MariaDB

16 in prod
GROWTH PersonaNet 01Accounts andproxies02Personaprofiles03Chat events04Queue andanti-loop05Response andmemory TYPESCRIPT · EXPRESS · REACT · SQLITE · MTPROTO · GRAMJS · CLAUDE API IBOOST.UA · 2026 — now

Growth · 2026 — now

PersonaNet

An AI persona manager for messengers: multiple accounts, a proxy pool, characters with personality and memory — and a response queue that stops them talking over each other.

TypeScript · Express · React

17 in progress
GROWTH Traffic Platform 01Signup andbalance02Campaigncreation03Launch vianetwork API04Statisticsingestion05Markup andreporting NEXT.JS · FASTAPI · POSTGRESQL · REDIS · DOCKER · POPADS API IBOOST.UA · 2025 — now

Growth · 2025 — now

Traffic Platform

An ad-traffic resale platform: an advertiser cabinet, campaign launch through the network API, fine-grained targeting and admin-controlled markup.

Next.js · FastAPI · PostgreSQL

18 in prod FileDrop — interface

Infrastructure · 2026 — now

FileDrop

File sharing with nothing extra: drop a file, get a link. Anonymous uploads live a week, account uploads live as long as you like, and the on-disk path cannot be guessed.

Python · FastAPI · SQLite

19 in prod
AI AGENTS Invoice Bot 01Document intochat02PDF parsing03Model-drivenextraction04Stored todatabase05Reply in chat PYTHON · TELEGRAM BOT API · CLAUDE API · SQLITE · SYSTEMD IBOOST.UA · 2025 — now

AI agents · 2025 — now

Invoice Bot

A Telegram bot that reads PDF invoices and extracts the beneficiary company’s banking details — right inside the working chat where accounting already drops documents.

Python · Telegram Bot API · Claude API

20 in prod USDT Ban Tracker — interface

Fintech · 2025 — now

USDT Ban Tracker

Monitoring of USDT wallet freezes on TRON: the service watches addresses and warns about a block — before the money becomes unreachable.

Next.js 14 · TypeScript · Prisma

01

METHOD

Why it runs instead of sitting in a repo

We build systems the way an observatory builds instruments: the deterministic part stays separate from the probabilistic one. Money, limits and rules are computed by ordinary code you can test and explain. The LLM writes copy, classifies and suggests — but never moves money and never decides blind.

Every project ships with a written spec carrying P0–P3 invariants, golden tests over the money math, and a decision log. That is why these systems survive for years without us in the room, and why a new engineer is productive in a day rather than a month.

Invariants
Each system carries a list of rules whose violation blocks the release. Not wishes — a CI gate.
Determinism
Money, limits, swaps, fees: plain code and golden tests. LLMs are not allowed in there.
Observability
Prometheus, Grafana, Loki, structured logs and tracing — in 9 of the 20 projects.
Isolation
Own ports, own containers, own databases. A new project never breaks its neighbour on the same host.
Idempotency
A replayed webhook, a double click or a worker retry never creates a second transaction.
Documentation
CLAUDE.md + ADRs + spec. The project can be handed to another team without us.

Want a system like this of your own?

Tell us what hurts — we’ll point at the closest case in this portfolio by mechanics and tell you what it costs inside your perimeter.