Anton Dziatkovskii

I've done developer activation for a frontier platform before — when smart contracts were where LLM agents are now.

Classically trained in CS security (MEPhI), venture founder since 2015, author of two preprints on multi-agent stability. Today I run a production multi-machine Claude fleet in public — and write the operating manual as I go.

Reproduce the system in 15 min → claw-consensus (MIT · offline demo · 11 documented failure modes) Read the method → preprints GitHub → all repos Academic profile → publications & research

📄 Resume — PDF (ATS-friendly) · Resume — JSON · 🎓 Academic profile · All publications · 🔧 Open-source contributions — 129 pull requests across 80 repos, each with its real status

Proof of work (flagships, not a gallery)

claw-consensus — multi-machine agent consensus you can reproduce in 15 minutes.
Offline demo, published evals, honest FAILURE-MODES.md (11 documented failure regimes). Theory shipped to prod.
Real output of python demo/demo.py — captured 2026-07-22, stock Windows laptop, no network, no API key.
verbatim-citation-gate — catch fabricated RAG citations before they reach the user.
A zero-token verbatim gate plus a burden-of-proof judge, framework-agnostic. Open source, MIT. Docs — including the section that names the case where it still fails.
claude-bible — the governance layer: one rulebook that a founder, his agents and his team all load and obey.
Rules as files with precedence and a routing tree, a declined-decisions journal, objection sparring. Most-starred repo of the lab. Docs.
The method behind it — four preprints, each published with a DOI (Zenodo, CC BY 4.0): Operating a Human-Governed Multi-Machine LLM Agent Fleet (the experience report behind claw-consensus), Homeostatic Governance (three-circuit control: main / adaptive / protective), When Does Graph Expansion Help Personal-Corpus Retrieval? (the evaluation protocol behind sqlite-graph-memory), and Le Chatelier Tokenomics (multi-asset coupled equilibria).
The repos are the reference implementations of the papers. The Zenodo record is the version of record; copies anywhere else are mirrors of it. Full list →
相棒 AIBŌ · The Partner — a book written from inside a human+AI company, documenting the method day by day.

How this was built: with Claude as implementation collaborator — and that is the point. I retain full ownership of problem framing, architecture, evaluation and final QA; the repos publish the evals, the failure modes and the daily log, so you can audit the division of labor yourself. Metrics are published or absent.

Research (selected, peer-reviewed)

All 50+ publications → · 137 citations, h-index 7 (Google Scholar, verified 1 Sep 2026)

Developer education track record

Writing & speaking

HackerNoon column (34 essays: DeFi mechanics, CBDC, NFT gas optimization) · interviews in Japanese crypto press (Crypto Times ×3) · 50+ academic publications, PhD in Education (IT) — full academic profile at /scholar/.

Reach

Based in Palo Alto, CA and Sintra, Portugal (WET/WEST), 15 years lived across APAC (Japan, Korea, Thailand, Malaysia, Singapore, HK, Australia). Working languages: EN · RU · Ukrainian · Polish — a live bridge to the Eastern-European engineering diaspora. Work authorization: US O-1 visa (active) and EU citizenship (Polish passport) — no visa sponsorship required in the US or the EU.

Contact

dzyatkovskiy.a@gmail.com Calendly WhatsApp

Find me on

GitHub X Google Scholar ORCID Academia.edu Wellfound

Anton Dziatkovskii · Candidate one-pager · Resume (PDF, ATS) · Resume (JSON) · Academic profile · All publications · Open-source contributions · Writing · Rus · GitHub
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One click and an agent reads the article, pulls out the patterns and helps you apply them to your own work.

Codex → ChatGPT → Claude →

— TonyDzi, Palo Alto AI Research Lab · second brain, agent coordination, persistent memory: github.com/tonydzi