Shipped & running

I build systems that cannot conceal their own state.

Stratum

epistemic decision ledger

An append-only ledger for human + AI work. Evidence — file hashes, test exits, signed approvals — stays separable from claim, so model prose never becomes authoritative just by being persisted.

TypeScript · Cloudflare Workers + Durable Objects · MIT

Open Stratum

Stele

directive compiler & integrity layer

Compiles standing directives into per-project postures, so a collaborator inherits constraints as compiled state rather than vibes. Thirteen tripwires against authority drift, with a hard lockout when integrity cannot be re-established.

React 19 · TypeScript · Vite · Anthropic API

Open Stele
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Behind this: every point in the sky is a piece of work. Brightness is completion, gravity is connection — start at thegold signal. Prefer a list?The index is the same sky, flattened.

Recent WritingAll posts →
  1. MAESTRO in PracticeA field study of MAESTRO, the Cloud Security Alliance's seven-layer threat-modeling framework for agentic AI — twelve documented applications, a per-layer threat catalog, and eight prioritized recommendations, with every headline figure traced back to how confidently it's actually sourced.
  2. The Attack Surface of Security LanguageEvery alert rule, IAM policy, and fraud model carries a theory of what is normal. Once that theory is buried inside a label, the label stops describing and starts deciding. A case for governing security vocabulary like code.
  3. A Fortress That ForgetsHow mazzeleczzare.com got hardened from the foundation up — Astro on Cloudflare, every dependency made to earn the floor, and erasure turned from a wound into an architecture.
  4. The Lighthouse Earns Its FloorA system that forgets nothing does not become wiser; it becomes crowded. The editorial companion to a formal argument for accountable forgetting in local-first AI — why context should cost something to keep, and why the things we most want to protect should earn their protection rather than be granted it.
  5. The Tree We Didn't Mean to BuildA session that began as engineering work converged, through constraint satisfaction, on a structure thousands of years old. Then the structure showed us what it conceals.
  6. The Circuit ClosesA transmission on the physics of constraint. On copper memory, loss functions, and the heat that survives when the glass is gone.