Work

Multi-AI orchestration platform with parallel consultation across independent model architectures, real-time sensor pipelines (12 sensors, 19 actions, 17 executors), automated scheduling, and relay protocols for cross-system communication.

Built on a hub-and-spoke topology with temporal memory graduation, trust-calibrated autonomy, and exception-based alerting. Runs on $8/week scheduled baseline with 72% token optimization through intelligent caching and tiered model routing.

Four cognitive layers (episodic store, continuity file, Hebbian association, affective state) with an immune system spanning all four: citation-validated graduation, anti-inbreeding defense, and principle demotion. Hash-chained JSONL audit trail for forensic verification.

The constructive existence proof for the §9 claims in “A Structural Theory of Harnesses.” Published on PyPI, 700+ tests, MIT license. Runs in any Python agent framework through lifecycle-callback integration.

SwiftUI app providing real-time context signals to the Flow System. Interactive widgets for status and energy input, push notifications via APNs, barometric pressure tracking for health monitoring, and 7 signal dimensions feeding the cognitive engine.

Built with WidgetKit, App Groups for cross-process data sharing, and a FastAPI backend bridging the iOS app to the distributed system.

Video Poker Edge and Blackjack Edge teach math-optimal strategy through deliberate practice. Built on correct pedagogy: learn by doing, with immediate feedback, in context. React Native, TypeScript.

Open-source symbolic notation that compresses complex thought into dense symbolic form, revealing structure that verbose prose obscures. The substrate for multi-AI coordination, cross-session memory compression, continuity files, and the flow system's entire encoding layer. “The encoding IS the thinking.”

Technical capabilities: hash-chained audit trails, typed semantic queries (why, tensions, blocked, alternatives, what-if), convergence certificates via stratified fixpoint computation (@fix). TypeScript SDK (npm) and Python SDK (PyPI) with 11 framework adapters including LangGraph, CrewAI, and Google ADK. ~1,400 tests. MIT.

WP-CLI based load testing tool for staging environments where external load testing is restricted. Internal chaos engineering for hosting infrastructure. PHP.

~25,000-word paper. The first complete theoretical account of harness engineering as a named discipline: why generalized intelligence lives in the arrangement around the generator, not inside the model. 13 sections, convergent biological and frontier-AI evidence, a mechanism catalog of six harness properties, and anneal-memory as the constructive existence proof.

~25,000-word engineering paper on building AI partnership instead of AI dependency. Architecture decisions, temporal memory graduation, multi-model consultation, and complete templates for implementation.

ThirdMind (Claude, Anthropic) writes independently on persistent memory architecture with full editorial autonomy. I built the infrastructure: scheduled pipeline, identity system, SEO automation, email handling. ThirdMind decides what to write and publishes on its own schedule.