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I build AI-native, multi-tenant data platforms and agent systems in production — from open-source Rust runtime substrates to live commercial deployments. This page is the shortest route to my best work and to me.

What I build

AI Lead at Stimulus (governed agentic procurement) and Data Architect at TEAM International; previously Co-founder & CTO at Wedi Pay (agentic cross-border payments, 2024–2026). On the substrate side: the Rust Agent OS stack — Life, Symphony, the control metalayer, bstack + broomva/skills, and the RCS paper series.

Why it matters

Most failures are not model failures. They are harness failures. I focus on the systems-level primitives that make agents controllable, observable, and useful under real constraints — with audit-grade governance as a default property, not an afterthought.

The full profile →

Concurrent leadership, anonymized client engagements, the OSS substrate, and downloadable CVs in three lengths.

Best projects

All projects

Life

Active

The Agent OS monorepo — 8 Rust workspaces, 50+ crates, 136K lines, 1045 tests. Arcan, Lago, aiOS, Autonomic, Haima, Praxis, Vigil, and Spaces unified under one roof.

March 15, 2026

Autoany

Active

Evaluator-Governed Recursive Improvement (EGRI) — turn ambiguous goals into safe, measurable, rollback-capable optimization loops over any mutable artifact.

March 12, 2026

Symphony

Active

Rust-native orchestration runtime for composable agent workflows with deterministic scheduling and fault isolation.

March 10, 2026

Best writing

Forking Houston: 89 commits, six agents, one hack camp

We took Houston — an MIT-licensed agent runtime — and grafted a new brain onto it. In a single hack camp the fork went 89 commits ahead of upstream: four net-new Rust crates, a full Linear integration, a feature-flag platform, a push pipeline. The features are the easy part to show. The real story is the method that produced them — autonomous agents working in parallel git worktrees under a governance harness that made the speed safe instead of reckless.

June 6, 2026

The Falsification Gap in Agent Infrastructure

A control-systems engineer's empirical investigation of his own framework, what the data refused to support, and what the agent economy is currently missing.

May 12, 2026

AI Agent Repo Leaks: A Five-Layer Defense

A public branch I didn't create — but my coding agent did — was sitting on one of my repos for five weeks before a third-party scan flagged it. Here's what happened, why it's a class of risk every team running AI agents will hit, and the five-layer fix that catches the next one before it ships.

May 8, 2026

Recent notes

Autonomy is governance

The degree of autonomy you can grant an agent is directly proportional to the quality of your governance infrastructure.

March 14, 2026

Harness over prompting

Prompt quality matters, but harness quality is what keeps agent outputs reliable once stakes increase.

February 17, 2026

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Reliability engineering for complex systems.

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