Brand 5 · Product flagship
AirMCP
One MCP server for the Apple ecosystem (272 tools, 29 modules). Core infra — per-call HITL, HMAC-chained audit, OAuth 2.1 + Resource Indicators, allowNetwork policy — is the differentiated layer.
Building the ecosystem AI lives in
Curator of open-source infrastructure, research, and tools for the AI era.
▸ Watch introFive brand axes anchor the work: infrastructure (AirMCP), research (ploidy), trust (canary), traction (skillBridge), and signal (anvil). Around them sit five research programs, a stack of supporting tools, a lab of experiments, and an archive of what has already been learned.
One MCP server for the Apple ecosystem (272 tools, 29 modules). Core infra — per-call HITL, HMAC-chained audit, OAuth 2.1 + Resource Indicators, allowNetwork policy — is the differentiated layer.
Ecosystem
Agent authority, HITL, audit, and forgetting. Tools side anchors the program; statute-of-limitations bridges to Program 4.
Using AI to study AI. Cross-context debate, collaborative entrenchment, ADHD-as-advantage, hierarchy calibration.
Stratified Platonic representations at the natural-language ↔ code interface, with cultural-cognition probes.
Asymmetric default-bias, info silos, scatter-caching, streak mechanics, institutional forgetting.
Production-detection asymmetry, AI-to-AI engagement loops, substrate chauvinism, alchemy-AGI homology.
Off-core but coherent — divination as inference, cross-cultural media studies, friction-based pedagogy.