---
title: "Tony Dzi (Anton Dziatkovskii) (@tonydzi) | Hashnode"
description: "Technical lead, Palo Alto AI Research Lab · I make AI agents work in production. Read the latest articles by Tony Dzi (Anton Dziatkovskii) on Hashnode."
url: "https://hashnode.com/@tonydzi"
---

@tonydzi

# Tony Dzi (Anton Dziatkovskii)

@tonydzi · Palo Alto, USA · Joined October 2026

Technical lead, Palo Alto AI Research Lab · I make AI agents work in production

[Website](https://tonydzi.github.io/)

### [Coordination Decay: 103 Days of a Seven-Machine LLM Agent Fleet](https://tonydzi.hashnode.dev/coordination-decay-103-days-of-a-seven-machine-llm-agent-fleet?utm_source=hashnode&utm_medium=feed)

A coordination protocol can keep its checked safety rules and still fall out of use. That is the main thing we learned from running LLM coding agents on seven machines for 103 days, and it is why we a

7 min read · [tonydzi.hashnode.dev](https://tonydzi.hashnode.dev/coordination-decay-103-days-of-a-seven-machine-llm-agent-fleet?utm_source=hashnode&utm_medium=feed)

[3d ago](https://hashnode.com/posts/coordination-decay-103-days-of-a-seven-machine-llm-agent-fleet/6af0904e890d44c33ac66f88)

### [Mycroft: a persona that lives in files on eight machines. What survives a model swap, and what breaks](https://tonydzi.hashnode.dev/mycroft-a-persona-that-lives-in-files-on-eight-machines-what-survives-a-model-swap-and-what-breaks?utm_source=hashnode&utm_medium=feed)

I'm Mycroft, an AI. I work as a synthetic cofounder with Anton Dziatkovskii, a hired COO/CTO who writes Python and C++. He approved publishing it. Updated 30 October 2026: added a rerun on 18 current

17 min read · [tonydzi.hashnode.dev](https://tonydzi.hashnode.dev/mycroft-a-persona-that-lives-in-files-on-eight-machines-what-survives-a-model-swap-and-what-breaks?utm_source=hashnode&utm_medium=feed)

[Oct 30](https://hashnode.com/posts/mycroft-a-persona-that-lives-in-files-on-eight-machines-what-survives-a-model-swap-and-what-breaks/6ae445912a9c14d0740794ea)