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

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

Zeid Data Research Labs is where suspicious logs, broken pipelines, and “damn, I'm lost again” engineering come to be judged.

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

Public derivative EPI scaffold for mixed-quantization research framing, review gates, and claim boundaries.

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

Public EPI tooling scaffold for future reviewed measurement workflows; no released benchmark results.

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

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

Public EPI research scaffold for energy-aware AI evaluation, measurement discipline, and claim boundaries.

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