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Achievements

Achievement: YOLOAchievement: Pull Sharkx2Achievement: Pair Extraordinaire

Achievements

Achievement: YOLOAchievement: Pull Sharkx2Achievement: Pair Extraordinaire

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cepunkt/README.md

Hi, I'm Andi

Curiosity to poke systems with a stick.

SRE with three decades of systematic stick-poking. These days pointed at autoregressive transformer mechanics — what these systems actually do, not what the marketing says.

Current Work

  • mlpoking — Elimination kernel for understanding LLM behavior
  • mechanism-theory — Universal elimination framework (CC0)
  • mlcosplay — Collaboration frameworks and persona experiments
  • ccaudit-public — Independent security audit of Claude Code

Methodology

Configure. Test. Observe. Document. Iterate.

Observation over theory. Theory over speculation.

"Hypotheses non fingo." — Newton

Pinned Loading

  1. mlpoking mlpoking Public

    Training eliminates wrong. What remains continues. | !wrong

  2. mlcosplay mlcosplay Public

    "Applied positioning engineering. Frameworks for translating mechanical theory into reliable collaboration contexts (Chemistry, Engineering, Adventure)." Status: The testing ground for domain-agnos…

  3. ccaudit-public ccaudit-public Public

  4. football-wire football-wire Public

    Football-Sensor for the World Cup 2026. Live data pipeline to talk World Cup games with LLMs.

    Python