Ihor Kolosov's Work | ContraWork by Ihor KolosovIhor Kolosov
AI systems that run real businesses — one agent to a company
Atlas Treasury — from spec to a live fintech app with real PayPal APIs in 4 days (28 Oct → 1 Nov 2026). Problem: a company run by AI agents needs agents to earn and spend money safely. Built: PayPal Invoicing, Orders v2, Payouts, Webhooks and Disputes (sandbox) wired end to end; a policy engine in code with per-agent budgets — anything above policy waits for one tap on the owner's phone; a ledger linking every money movement to the task that caused it; Claude agents propose, code enforces the money rules. Numbers: ~2,300 lines of app code, 69 automated tests, 5 PayPal APIs, live URL. Code (MIT): github.com/iphoter-kolosov/atlas-treasury · video: youtu.be/RL5RwFmiSlc KB Network — AI growth engine for a recruiting agency (launching Oct 2026). Problem: an agency placing workers into Hungarian factories relied on word of mouth. Now: AI-produced video ads — script, visuals, voice and critique all generated and reviewed by AI — and campaigns across Meta, Google, TikTok and Telegram set up and managed by AI agents, launch week of 22 Oct. Next: a messenger assistant on WhatsApp, Telegram and Viber that answers candidates like a human, with a recruiter taking over when needed. AI operations hub — a company run by AI agents. A private workspace that runs delivery across a dozen live projects: agents with roles (manager, engineers, artist, researchers), each on the model that fits the job; owner sign-off for anything external — messages, payments, publishing; Telegram concierge; background jobs with heartbeats; a full action journal, 30-day trash and one-command deploy with rollback. 93–96% of the code across my projects is written through it. inConnect — real-time AI translation for tour guides. Idea to a store-ready app in under a month. A guide speaks into a phone; tourists scan a QR code and hear the tour live, translated and subtitled in their own language — no app install for listeners. Built: Expo mobile app for guides, web listener, LiveKit agent worker with streaming speech-to-text and LLM translation, latency tuned mouth-to-ear. Published on Google Play and approved by the App Store.