AutopilotV
A single-user desktop orchestrator that runs coding-agent CLIs through PR review and software-development lifecycles with deterministic bookkeeping and human-gated approvals.
Justin Woodring
PhD Candidate LSU Cybersecurity Lab
Studying quantum threat models and AI agent trust.
Building the orchestration layers that make autonomous software production real.
From photons to syntax.
01. Selected Publications
All research →-
2024
Enhancing privacy policy comprehension through Privacify: A user-centric approach using advanced language models
Computers & Security, Volume 145, 2024. doi:10.1016/j.cose.2024.103997
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2023
Improved spectral photometer for undergraduate observations of atmospheric infrared heat flux and greenhouse gas absorption bands
American Journal of Physics, 91(9), 708–713, 2023. doi:10.1119/5.0105418
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2025
QATT&CK: Threat-Intelligence for Understanding the Hybridization of Utility-Scale Quantum Computers Based on ATT&CK
Q-NET Symposium 2025 — Poster. PDF
02. Selected Projects
All on GitHub →Slatron
A distributed TV station and digital signage platform with adaptive AI DJs and edge-cached playback nodes.
Capibara
Crowd-sourced C library documentation delivered as JSON, with editor plugins for VS Code, Vim, and Emacs.
Lorefire
A local-first D&D 5e campaign chronicle with local transcription, AI bardic summaries, and full character/encounter/NPC tracking.
Qubit Simulator
An interactive 3D Bloch sphere visualization for single-qubit gate transforms.
aipolctl
An implementation of the Policed Agency architecture for AI agent governance — capability-gated IAM, multi-tier escalation, and asymmetric trust protocols.
03. Selected Writing
All writing →I write across five lenses — theory, physics, systems, agents, reflections. The breadth is intentional.
Agents
What It Means to Police AI Agency
A formal security architecture for AI agent delegation: capability-gated IAM, multi-tier escalation, asymmetric trust protocols.
Thoughts on Agentic Lobster Friends
Notes from a security researcher who wants to believe — and the surface area that makes belief expensive.
Physics
Understanding Quantum Phase Kickback
The unsung hero of Shor's and Grover's, explained with the matrix algebra most resources skip.
Getting Started in Quantum Computing
A grounded reading list and a realistic timeline for beginners.
Systems
Building Slatron
From a failed prototype to a robust distributed system in Rust — cross-compilation, embedded UI, Rhai scripting.
This Week in Slatron v1.1
Embedding a local ONNX-based AI DJ into broadcast infrastructure.
Theory
How Lisp Did Programming Right
On REPL-driven development, the order of operations, and first-class functions.
Why Scala
A post-mortem on a language's hype, and what its dual paradigms actually buy you.
04. Background
Education
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2023 — presentPhD Candidate — Cybersecurity Lab Louisiana State University
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2023 — 2025MS, Computer Science Louisiana State University
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2018 — 2022BS, Computer Science Southeastern Louisiana University · Minors in Physics & Mathematics
Community
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quantumBR — Founder Founded and led Baton Rouge's quantum computing community: meetups, research discussions, industry partnerships. Established a local ecosystem for quantum education and collaboration.
Talks
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2025QATT&CK Q-NET Symposium 2025 — Poster