If you only spend 5 minutes here.

Weekly Substack on shipping agentic AI to production — orchestration patterns, eval harnesses, governance, and the failure modes that don't make it into the launch posts.

Open-sourced an early autonomous-agent Python framework in 2022 — acquired by Kyle Morris (co-founder of banana.dev serving 1,000+ startups, AGI House founding member) and Jeffrey. The artifact behind everything else on this site.

Open-source security scanner for agentic AI systems. 148 rules across OWASP Agentic Top-10 (10/10) and OWASP MCP Top-10 (10/10). GitHub Marketplace-listed. Drop it into any CI pipeline.

Inaugural entry in the agent-audit-kit Public Disclosures stream. Why MCP STDIO is RCE-by-design across 150M+ downloads, how AAK-MCP-001 detects it, and what the remediation actually looks like.

10 commercial AI-agent platforms (Claude Managed Agents, Cursor, Devin, Amp, Continue, Bolt, Codeium, Replit, Cline, Augment) scored against OWASP Agentic Top-10. Public methodology, repro repo, quarterly refresh.

12 opinionated rules from 4 years shipping agentic systems. Audit-trail first · capability leases over keys · deny by default on tool calls · MCP STDIO is untrusted · vendor-multi by default · the patterns that survive the acquisitions.

Autonomous find-and-fetch robot on Jetson Orin Nano Super + ROS 2 Humble + NanoOWL (TensorRT-optimized OWL-ViT). Same governance instincts as Agentify (deny-by-default, budget routers, eval harnesses) re-applied to physical actions. Tabletop v0.1 milestone in motion.

GenAI Architect & Tech Lead. 15+ specialized agents in production, 99.9% uptime, 70% cost reduction via cascading routers. Case studies for MannSetu (voice-first AI mental wellness) and Agentify (the platform).