Mike Czerwinski
Building jugeni. LLM mechanics · forensic watermarking · operator discipline · Polish-tech multidomain.
Pronouns
Pronounced ju-geh-nee.
Badges
1 Week Community Wellness Streak
For actively engaging with the community by posting at least 2 comments in a single week.
Writing Debut
Awarded for writing and sharing your first DEV post! Continue sharing your work to earn the 4 Week Writing Streak Badge.
Skills/Languages
20y in tech: 11 as a developer, 9 as Scrum Master / Agile Coach. Now a generalist operator — Python, Bash, markdown-as-state, multi-model workflows (Claude, Codex, Gemini).
Currently learning
Operator discipline as a first-class skill. How persistent state changes what you can do with the same model. Where the limits of locked decisions break.
Currently hacking on
jugeni — operator framework + CLI for persistent context (decisions, threads, notes). Crypto-trader bot and many more
Available for
Talking about operator discipline, persistent context architecture, jugeni-style decision stores. Especially want to hear setups that disagree with mine.
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