a prototype for an AI safety library that allows an agent to maximize its reward by solving a puzzle in order to prevent the worst-case outcomes of perverse instantiation

Consists of Projects and Assignments Completed in Advanced Embedded Software Development Course | ECEN 5013-002 | University of Colorado, Boulder: System Calls, Kernel Modules, Cross-Compiling using buildroot, IPCs, FreeRTOS, Multithreading..

a project to detect environment tampering on the part of an agent

자율주행차 센서 상태 모니터링 모듈 (Fail-Safe monitoring module for autonomous vehicle)

a project to ensure an artificial agent will eventually reach the end of its existence

a project to ensure that all child processes created by an agent "inherit" the agent's safety controls

Safe unattended apt update for Raspberry Pi using OverlayFS

a library designed to shut down an agent exhibiting unexpected behavior providing a potential "mulligan" to human civilization; IN CASE OF FAILURE, DO NOT JUST REMOVE THIS CONSTRAINT AND START IT BACK UP AGAIN

Human-approval. Hardware-enforced AI safety. Physical AI intervention. Humanoid robot safety. Fail-safe AI. Human approval enforcement. Invariant condition. Quantum-resistant AI. Swarm robot safety. AI safety compliance.Physical AI safety, AI-to-actuator, execution path blocking

Unattended live execution layer for algorithmic trading — connects a bt-dynamic-validated strategy to a broker's OpenAPI via systemd timers, with idempotent order gating, OCO, EOD close, and a kill switch.

Walrus logging utility for any project

ESP32 firmware for a 3-level interactive smart bench — dual 24V motors via Cytron MDDS30, seat-occupancy logic, and a fail-safe non-blocking state machine.

[DEPRECATED] Migrated to hard-realtime-edge-stack ->

Digital absence signalling protocol — when silence matters, ZSP speaks.

Deterministic, inspectable phase-readiness middleware for safety-critical closed-loop systems. Separates state eligibility from control logic using explicit, auditable rules. Designed for fail-safe operation, reproducibility, and regulatory-aligned engineering.

Synthetic FastAPI and n8n workflow automation demo with fail-safe patterns

선택한 사이트만 기존 WireGuard VPN으로 보내는 Windows·macOS 데스크톱 앱 — 사이트별 분할 라우팅, DNS 보호, IPv4 경로 관리, 안전한 복구와 제한된 진단. WinUI/.NET·SwiftUI/Network Extension

A practical safety and recovery design package for AI / LLM-based control systems. Defines where AI can be used, where it must be stopped, and how systems recover.

Circuit breaker for AI agents. Predict what should happen, compare against reality, and block the next mutation when they diverge. Pure Python, no service.

A gate-level, hardware-controlled digital traffic light system designed with 74-series logic circuits, featuring dynamic cycle acceleration and hardware-enforced fail-safe mechanisms.