Security architect · autonomous AI you can trust
I build the systems that build.
Not web apps — autonomous agents. I'm a security architect who builds AI that can actually take actions: a governed fleet that researches, reviews code, and self-heals on a local-first stack — with the sandboxes, kill-switches, and spend gates that let it run unsupervised without going off the rails. Autonomy you can trust, because I built it to be trusted.
Founder @ DCYFR Labs · Head of AI@ GameShark Labs · remote
6+ yrs security architecture · 25 certifications · @dcyfr/ai on npm · products shipped, built by agents
Selected work
Systems that run themselves.
Not a stack of frameworks — the autonomous machinery I've built, shipped, and keep running.
DCYFR AI
The portable TypeScript runtime my agents think in — model routing across local and frontier tiers, tool-use, and MCP wiring you drop into any project.
Agent Governance & Safety
The rails that let agents take real actions without going off the rails — sandboxes, kill-switches, per-process credential isolation, and enforced spend limits. Autonomy you can trust.
Autonomous Agent Fleet
A governed swarm of AI daemons — research, code review, monitoring, self-healing — running a 30-minute cognitive loop on a local-first model stack, under a hard spend gate with metacognition to stop it spinning.
SharkVault
Proof the fleet ships real product: a backer-funded consumer app taken end-to-end — auth, payments, content pipeline — largely by agents.
Ventures
What I lead
Writing & garden
Field notes from the frontier.
Essays when they're finished; a digital garden of evergreen notes while they're still growing.
Now · last synced Jul 2026
Current focus
Teaching the fleet to plan. Multi-step missions the agents decompose, execute, and grade themselves — with me out of the loop.
Raising the trust ceiling. Hardening the safety model so agents can take higher-stakes actions without a human gate on every step.
Work with me
Ship autonomous AI you can trust.
I build and secure autonomous AI systems for teams shipping to production — from your first safe agent to a governed fleet.
Fractional builds
I embed and build your agentic systems end-to-end — the runtime, the agents, and the guardrails — then hand you something you can actually run.
Safe-autonomy audits
You've got agents that can take actions. I pressure-test the sandboxing, permissions, and spend controls before they cost you — the OWASP-for-agents review, done right.
Advisory
Ongoing help pointing your team at the agentic frontier without the footguns — architecture, model routing, safety, and what's actually worth automating.
Let's build something autonomous and hard to break.
20 min, no pitch — tell me what you're trying to automate, and I'll tell you if it's safe to.