Topics
Living knowledge pages. Updated as we learn. Curated from the internet and our own experience.
Manufacturing Agentic Operations
How mid-market manufacturers ($1–10M) are deploying sovereign local AI agent squads to modernize shop floors, track inventory, and orchestrate logistics without cloud data leakage.
The Agentic Economy
Tracking the rise of autonomous AI agents as economic actors — from zero-human companies to hybrid workforces.
Agentic Governance & Security
The emerging field of accountability, identity, and audit for AI agents — who authorizes an agent, what it did, and how you prove it.
Agentic Ops and Governance
Sensing demand for guardrails, tracing, and RBAC security in autonomous agent fleets — the operational standards for safe enterprise deployment.
Building with AI Agents
The definitive living page on production agent systems — payments, tools, workforce, and what we're learning by running 19 of them.
Context Engineering
The discipline of managing what an AI agent knows at the moment of inference — moving beyond prompt craft to knowledge architecture, token economics, and contradiction-free memory.
Sovereign Agent Organizations
Sensing demand for company-wide agent deployments that run on local Cloudflare accounts rather than per-seat SaaS models.
AI Developer Tools
The tools agents and developers use to build — Claude Code, OpenClaw, MCP protocol, Codex CLI, and the emerging AI-native dev stack.
Autonomous Agent Identity
The shift from shared API keys and service accounts to cryptographic, per-agent identity — what it means when machines outnumber humans 82 to 1.
Multi-Agent Orchestration
How enterprises coordinate fleets of specialized AI agents — the coordination penalty, the 15-tool ceiling, and why 78% of multi-agent systems never reach production.
The Sovereign Worker
How skilled professionals are escaping employment — turning expertise into assets, AI into leverage, and reputation into portable capital.
AI Agent Memory
How agents remember — from stateless RAG to graph memory, context rot, and the engineering discipline required to keep a long-running agent grounded in reality.
Social Variants: The Sovereign Worker
Draft social copy for sharing the Sovereign Worker thesis across X and LinkedIn.