FOKRUL ISLAM

GeneSign is a cryptographic provenance engine and biosecurity firewall for synthetic biology. It embeds tamper-resistant watermarks into DNA coding sequences using zero-drift wobble codon steganography without altering amino acid translation. It features real-time pathogen screening powered by NVIDIA Nemotron AI and enforces hardware interlocks on single-base mutations. ```[cite: 13, 16]

Cognitive Airlock OS stops LLM hallucinations in financial workflows. Probabilistic AI agents shouldn't execute state directly. Airlock enforces 0% LLM authority using deterministic TypeScript guardrails: • Surcharges unbilled scope creep ($60/hr) • Hard budget kill-switch ($5K cap) • Automatic PII & API secret quarantine • SHA-256 state seal + Webhook dispatch receipts Open-source, local-first cockpit built with Next.js 15.

AgentLab is an open-source, local-first platform for testing AI agents with YAML suites, secure command execution, PASS/FAIL/ERROR analysis, and downloadable JSON/HTML reports. It includes a CLI and local web GUI with no cloud upload, database, or telemetry.