W.01
Open source · React Native
Budgie
Privacy-first, offline-first money app with an AI chat over your own data.
01Orchestrator online
I lead engineers and a fleet of AI agents. Both ship to production.
Engineering Manager at ToolSense, Vienna · 15+ years · ex-founder, ex-CTO · still ships code
02Telemetry · as of Nov 2026
03Method · how I work with agents
I plan the work, agents build it in parallel, and I own the merge.
Model families in rotation
01 / Plan
One session reads the code, writes the plan and splits it into narrow briefs.
02 / Delegate
Agents from different model families build in parallel.
03 / Review
One reviewer per model family reads the diff. A UI change stays only if it wins a blind before-and-after vote.
04Trajectory · 2010 to now
2010 – 2017
SamsonOS · Kyiv
40+ projects for startups in Europe and the US. A team of 20+ engineers.
2017 – 2019
Omnivalor · Kyiv / Stockholm
Two teams, one e-commerce SaaS.
2019 – 2021
Clearmove · Kyiv / London
Built R&D from zero to 20+ engineers.
2021 – 2023
OnTheWay · Nürnberg
A logistics marketplace from MVP to production, with a team of five.
2023 – now
ToolSense · Vienna
Product engineering for a B2B asset operations platform. AI-native engineering is the team's daily work.
05Selected work
W.01
Open source · React Native
Privacy-first, offline-first money app with an AI chat over your own data.
W.02
Open source · Expo
Sudoku for web, iOS and Android from one codebase.
W.03
Product · Next.js · LLMs
An AI second opinion on MRI, CT and X-ray scans of eleven joints. Several models read the scan and agree on one report.
W.04
Open source · TypeScript
26 npm packages for NestJS and React Native.
W.05
Open source · Go
GitHub Actions runners on Apple-silicon Macs. Every job gets a throwaway VM.
W.06
Upstream contributions
30 pull requests opened to t3code, plus fixes to simlock, agent-device and simslim.
06Contact · all nodes to core
Building with AI agents, or leading a team that does? Write to me.