Anton Dziatkovskii is a Python and C++ engineer who runs a multi-machine coding-agent fleet (Claude Code, Codex, Grok, Antigravity) in public and writes down what breaks. Since August 2026 the fleet's evidence-first review lane has landed 48 merged pull requests in 33 third-party repositories, including fixes in UK AISI's inspect_ai and Qwen Code and docs fixes in the Model Context Protocol Go SDK. Since 2015 he has also been the hired COO/CTO of an APAC software house, leading a distributed team of 40+ developers. MSc in computer security, PhD. Code: github.com/tonydzi