Code and Reproducibility

Inspectable implementations and reproducible environments make engineering claims easier to verify.

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.

Project pages link to their public repositories. License information is available in each repository, and more work can be found on 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.