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I build autonomous software systems: a Rust Agent OS stack with orchestration, governance, and kernel layers that turn LLM capability into reliable, controllable workflows. This page is the shortest route to my best work.
What I build
A Rust-native Agent OS stack: Symphony for orchestration, a control metalayer for governance, and aiOS as the kernel. Plus harness engineering patterns that make agents reliable in production.
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.
Best projects
All projectsLife
ActiveThe 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
ActiveEvaluator-Governed Recursive Improvement (EGRI) — turn ambiguous goals into safe, measurable, rollback-capable optimization loops over any mutable artifact.
March 12, 2026
Symphony
ActiveRust-native orchestration runtime for composable agent workflows with deterministic scheduling and fault isolation.
March 10, 2026
Best writing
The Agentic Control Loop: Re-Engineering LLMs as Supervisory Controllers
Why treating LLMs as supervisory controllers — not autonomous agents — produces systems that scale, recover from failure, and improve over time.
March 26, 2026
BitNet: 1-Bit LLMs for Agentic Edge Inference
Microsoft's BitNet proves that ternary-weight models can match full-precision performance while running on any CPU. A hands-on tutorial with benchmarks, scaling projections, and implications for building agents that run anywhere.
March 26, 2026
Autonomous Development Workflows: From Terminal to Pull Request
A practical guide to wiring persistent agent sessions, parallel task execution, remote chat interfaces, and self-improving PR feedback loops using the bstack control harness.
March 25, 2026