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bherald/README.md

William Paul Herald

I have spent more than 40 years building, testing, managing, and improving software and systems—from BASIC, dBase, FoxPro, and SQL to modern web applications, local AI, agent workflows, and RAG/GraphRAG.

Current work

I am building a Personal Life Operating System: a local-first, human-governed environment for AI agents, retrieval, knowledge graphs, automation, and personal information. The private system remains private. The public Personal Life OS Core shares a sanitized, MIT-licensed foundation that others can inspect and reuse.

I want the public work to be useful to someone who has not seen my private system. These three projects give you concrete methods and examples to inspect:

  • PLOS v2.1 brings documents, source-backed research, workflows and review into one application. Start with the research walkthrough and the fictional nightly examples. Installation and AI routes need your own configuration.
  • Photo Knowledge shows how reviewed names, face regions, captions and keywords can travel with a picture through standard metadata. Try the small XMP sidecar generator or inspect the embedded JPEG examples. The examples use fictional labels; the tool does not identify people.
  • Cyber Review Workbench runs a small local security-check demonstration, saves action receipts and compares the result with a clean control. Python's standard library is enough. A passing synthetic check leaves the human review open; it does not certify a system.

Start here

Public proof

  • 13 pull requests merged into Colibri as of August 25, 2026
  • PLOS v2.1 with inspectable source, synthetic examples and documented review boundaries
  • Practical work across software development, databases, quality assurance, infrastructure, cybersecurity, and technology leadership

Principles

  • Local-first when personal information is involved
  • Human approval for consequential actions
  • Evidence, audit trails, rollback, and reproducible tests
  • Upstream contribution and lawful open-source reuse
  • Useful AI on ordinary consumer hardware

Tip this work

If this work has helped you, you may leave an optional one-time tip. Tips help offset hardware, storage, electricity, hosting, and testing. A tip does not purchase support, consulting, access, priority, or any deliverable.

Pinned Loading

  1. JustVugg/colibri JustVugg/colibri Public

    Run frontier MoE models on hardware you already own — pure C, zero deps, experts streamed from disk. Tiny engine, immense model. 🐦

    C 42.8k 4.8k

  2. colibri colibri Public

    Forked from JustVugg/colibri

    Run GLM-5.2 (744B MoE) on a 25GB-RAM consumer machine — pure C, zero deps, experts streamed from disk. Tiny engine, immense model. 🐦

    C

  3. personal-life-os-core personal-life-os-core Public

    Local-first research and automation workbench with source-backed retrieval, workflows, human review, and optional AI/MCP integrations.

    PHP 1