Selected projects

Systems that make AI more useful in the real world.

My projects focus on the infrastructure around intelligent systems: context, evidence, tools, operating boundaries, and the workflows that connect an idea to production.

Knowledge infrastructure

The Vault

A persistent, source-grounded wiki that turns product and engineering evidence into focused context for people and AI agents.

  • Immutable evidence and regenerable synthesis
  • Repository, topic, and organization-level context
  • Automated ingest, compile, query, and health workflows
Explore The VaultScaffold your own
The Vault turns immutable evidence into a linked wiki used by people, AI agents, and automation.
Billy's AI Skills maps a large source field through a controller and focused agents into an evidence-backed result.
A controller inspects large context, delegates focused work, and converges the evidence into one answer.

Agent infrastructure

Billy's AI Skills

Cross-client Recursive Language Model workflows for Claude Code and OpenAI Codex, built to reason across repositories, documents, logs, transcripts, and other large source sets.

  • Bounded fanout, cost controls, and dry-run planning
  • Tested Claude and Codex marketplace implementations
  • A public product-launch corpus with a reproducible terminal demonstration

The project keeps raw context outside the main conversation, delegates focused questions over chunks, and returns a source-grounded synthesis. The example requires no private data or provider credentials.

Run the demo View v0.1.0
Hugo combines RSS feeds and saved links, ranks and summarizes them with Claude, and delivers a focused team digest.
Automated curation turns a noisy reading queue into a focused technical digest for the team.

Applied AI product

Hugo

A self-hosted Slack reading assistant that scans AI and technology RSS feeds, uses Claude to rank and summarize articles, and posts a focused daily digest.

  • Configurable relevance scoring and bounded daily curation
  • On-demand URL summaries, thread summaries, and saved-link queues
  • Python, Slack Socket Mode, Claude, RSS, and Docker Compose

Hugo combines an always-on bot with scheduled curator and digest workers. The result is a small but complete AI product: ingestion, judgment, extraction, summarization, delivery, configuration, and operational alerts.

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A Neverending Story Pointer room with story details, a timer, estimation choices, a participant, sharing controls, and history.
One room holds the story, estimates, participants, timer, reveal controls, and history.

Real-time collaboration

Neverending Story Pointer

A free, no-sign-up planning-poker room for teams that need to move from private estimates to a useful conversation without ceremony.

  • Shareable rooms with no account setup
  • Private voting with deliberate reveal and reset
  • Story context, participant state, a timer, and history in one place

The product keeps facilitation intentionally narrow: one room, one story, one reveal. Its Blazor WebAssembly client delivers an application-like workflow from a simple link.

Open the app
How Unique Is a GUID showing a field of identifiers, a generated GUID, and an explanation of its digital fingerprint.
The opening interaction makes an astronomical identifier space tangible before introducing the calculators.

Interactive explanation

How Unique Is a GUID?

An interactive explanation that turns 122 bits of randomness and abstract collision probability into something people can see, calculate, and reason about.

  • Arbitrary-precision collision and birthday-paradox calculations
  • Personal witness models and human-scale comparisons
  • Cryptographically secure v4 generation in the browser

One React and TypeScript codebase supports GUID and UUID terminology through a build-time vocabulary layer. The mathematics and interactions stay identical while the language matches each reader.

Open the app View source