Advisory · Applied Research · Writing

Signal. Memory. Intelligence.

Advisory work, applied research, and public writing at the edge of agentic AI.

25 yrs
Payments, mobile, blockchain, agents
150K+
Learners reached: first blockchain MOOC on edX
160
Essays published
01 · Experiments
Lab

Agentic tools for builders, organizers, and communities. Public and permissioned.

GitHub →
Current threads
Machine commerce

Services priced for agents, not only people. Stablecoin settlement and payment at the protocol layer, offline-verifiable receipts, agents as customers.

Voice

Agents people talk to and hear. Live speech in and out, turn-taking and interruption, context carried through the call, and sound as the interface when there is no screen.

Agent safety

Watching what agents touch. Exfiltration firewalls, state-leakage observability, control over systems of record.

Self-sovereign data

Identity and content as signed, portable records. Personal data servers, firehose labelers, cryptographic provenance.

Signal intelligence

Live events turned into queryable memory. Transcripts into speaker-agents, applied retrieval and routing, builds that ship.

Decision models

Fast, System 1 judgment for agents. Small models answer typed questions about state with probabilities, so routing, triage and approvals happen before a large model reasons. Classifiers route, credentials authorize, code pays.

02 · Pathfinder
Advisory

Ecosystem cartography for institutions navigating AI.

Contact →

Available for fractional and advisory engagements: developer ecosystem strategy, agentic infrastructure adoption, and standards positioning for platform companies shipping new agentic capabilities.

Diagnosis before prescription. Every engagement starts with a scoped read of where your developer surface actually meets its market, before any plan gets proposed.

03 · Programs
Programs

Buildathons, cohort programs, and builder education. Blockchain University pre-accelerator (60+ team projects, 5 VC-funded startups), a Linux Foundation edX course (150,000+ learners), and 47 hackathons across payments and blockchain.

Machine Commerce Lab

In development: 50+ hours of lectures and hands-on labs on MPP, x402, Tempo, and stablecoin settlement, with reference implementations and a capstone.

04 · Field Notes
Field Notes

Dispatches from the rooms where agentic AI is being worked out. PayPal Dev Days, MCP Demo Night, OpenClaw SF, Workato AI Hub, Redis Released, agentic commerce panels.

Read the blog →