Governance-bound Python security research runtime with policy-gated dry-run execution, SCLite contract evidence, and public-safe validation traces.

Carrier-agnostic governed execution services that consume SCLite contract lifecycle artifacts for policy-gated security automation.

Lightweight Security Contract Layer for auditable AI/security execution contracts.

Public-safe falsifier lab for observer-aware AI research: synthetic demos, evidence gates, negative controls and witness logs.

Public-safe UI boundary for local-first agent-state observability experiments; no private runtime connectors or diagnostic claims.

Public index for sanitized repositories, boundaries, whitepapers and support links.

Martin's Awesome Skills: public-safe Hermes and OpenClaw agent skills with Telegram approval workflows

Public-safe OLL4 mirror of chopratejas/headroom with curated attribution and UI polish.

MIT synthetic simulation sandbox for observable runs, falsifier examples and public-safe research boundary demos.

Public-safe aggregate workspace for AI-assisted tools, automation workflows, and reusable Codex operating patterns.

Public lab for turning technical work into boundary-aware READMEs, artifact status, and claim-reviewed proof surfaces.

Public mission-critical field-discipline notes for electrical, controls, and infrastructure review boundaries.

Public proof surface for simulation-first solar hydrogen control logic, safety gating, and ledger discipline.

Public Pico 2/RP2350A PIO I2C reference scaffold with educational examples and private firmware boundaries.

Public boundary model for documenting local AI labs and agent-assisted engineering without exposing private infrastructure.

Public-safe agentic engineering workflow patterns covering execution loops, tool permissions, review gates, logging, refusal rules, and human approval.

Public-safe civic infrastructure production studies covering recycling automation, 3D-print workflows, material flow, QA boundaries, and Foundation-adjacent engineering separation.

Public derivative EPI scaffold for attention-head pruning research framing, review gates, and claim boundaries.

Public-safe fine-tuning lab-note templates, dataset boundaries, evaluation notes, and release-gate discipline.

Public-safe standards-aware validation templates for safety checklists, test procedures, risk registers, and proof limits.