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Probability Engineer

Building local-first AI systems, agent frameworks, and experimental tooling.


Start Here (Stable)

Projects ready for use.

  • pi-qwen-coding-plan - pi mono and oh-my-pi qwen coding plan endpoint config (original work)
  • event-invariant-language - spec for agent handoff invariants (original work)
  • hard-constraints-acceptance-criteria - spec for agents to complete work (original work)
  • lmstudio_hf - creates symlnks from Hugging Face cache to LM Studio folder (fork)

Active Work

Currently evolving projects I'm adapting to my use.

  • oh-my-pi (fork)
  • oh-my-pi-crust - rust port (originalish work)
  • beads (fork)
  • persistent-mind-model-v1.0 (fork)

Planned

Things I'd like to work on.

  • mlx-lm (fork)
  • mlx-vlm (fork)
  • continuous-thought-machines (fork)
  • icestudio (fork)
  • BDHs (fork)
  • bio_inspired_nanochat (fork)

Reference / Research

Things I need to study.

  • pi_agent_rust (fork)
  • pi-mono (fork)
  • ypi (fork)
  • oh-my-opencode (fork)
  • mergekit (fork)
  • recursive-llm (fork)
  • rlm (fork)
  • rlm-minimal (fork)
  • MX-QLLM (fork)
  • HelpBookDemo (fork)
  • dgm (fork)
  • raplh-playbook
  • lambda-lang
  • serax

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