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Open Source

Open source is part of the engineering practice: inspectable implementations, reproducible environments, and tools that expose their trade-offs.

Selected Code Projects

  • BrowserPose — X3D-M action recognition in a static browser application.
  • EchoPulse-CPP — C++17 and CUDA inference for Echo State Networks.
  • Fast Table Detect — classical document table detection with a tested Python pipeline.
  • Blackhole — a focused rsync and SSH file-transfer CLI.
  • Telecommit — commit-message generation integrated into Git.
  • Alpaca — a vLLM process and model-management CLI under development.

The source record describes these implementations but does not include per-project repository URLs or licenses. Their presence in this ledger is not a claim about current license or publication status. Verified public repositories can be found through Samuel Diop’s GitHub profile.

Reproducibility

Several newer systems use Nix with uv and small command files to keep environments executable: Trident-WM, Trident-TS, and Hugging-Hat. Production systems used Ansible and GitLab CI where the target was a bare-metal host rather than a developer workstation.

The mechanism changes with the project. The principle does not: the environment is part of the work.