Justin Woodring

Distributed real-time broadcast infrastructure with embedded AI. Rhai scripting, local ONNX-based audio inference, audio ducking, zero-downtime scheduling, multi-arch cross-compilation to a single self-contained binary.

Rust-powered toolchain for C codebases: documentation generation, static analysis, IDE integration. Rethinking how low-level infrastructure is documented and maintained.

Local-first AI orchestration pipeline: on-device transcription, LLM-powered semantic analysis, encrypted storage. A study in private, sovereign AI infrastructure where the user controls data and models end-to-end.

Interactive 3D Bloch sphere visualization for quantum state pedagogy. Built to make quantum computing tangible — the kind of tool I wished I'd had when I started.

Single-user desktop orchestrator (Electron + TypeScript) that runs two lanes in parallel: PR review in a sandboxed worktree that physically cannot push or call gh, and software development through a full task lifecycle (claim → implement → draft PR → shepherd to ready-to-merge). Pluggable adapters for trackers (Jira, GitHub Projects, Vikunja, Azure DevOps Boards), forges (GitHub, Azure DevOps), and harnesses (Claude, Codex, Cursor, OpenCode, pi). The brain is a deterministic poll loop; LLMs are called only for judgment; PR approval and merge are always an explicit human click.

Rust implementation of the Policed Agency architecture: a capability-gated policy engine for AI agents, with multi-tier escalation (executor → guardian → human) and an asymmetric communication protocol that prevents the executor from tainting the safety layer. Treats agents like employees, not root users.