
Build logs, workflow upgrades, and how digital tools actually ship.
Craft & Shipping
- Boundary Recursion: When Ideas Choose Their Vessels
- Your Startup Isn't Failing. Your Immune System Is Rejecting It.
+21 more articles
Systems engineering in the age of AI
Field notes from an engineer who treats debugging as a universal craft - from Model Context Protocol deployments to information beings and governance crises. Tools for builders, operators, investors, and policymakers.
Model Context Protocol, messaging infrastructure, and agent tooling for resilient products.
Explore the MCP toolkitConsciousness, data, and cultural systems - why debugging minds helps debug markets and institutions.
Follow the intelligence notesOperating frameworks, playbooks, and advisory loops for teams shipping in volatile environments.
Apply the playbooksActive investigations and field updates for teams shipping right now.

Build logs, workflow upgrades, and how digital tools actually ship.
+21 more articles

Spam bots, engagement decay, and defensive protocol design.
+10 more articles

Cosmic consciousness, information theory, and the book-in-progress.
+22 more articles

The MCP thesis, coordination rituals, and messaging protocol design for agents.
+2 more articles

GenZ economic cliffs, governance redesign, and Morocco’s debugger playbook.
+4 more articles

Civic feedback loops, cultural resilience, and systems thinking in the open.
+23 more articles

Fear loops, psychology of craft, and rituals for resilient minds.
+13 more articles

Business models, strategic economics, and creative leverage in the AI era.
+12 more articles
Practical diagnostics for products, teams, and institutions navigating AI-driven change.
Subscribe to the systems briefings. Practical diagnostics for products, teams, and institutions navigating AI-driven change. — Occasional briefs that connect MCP deployments, organizational design, and geopolitical coordination. No filler - only the signal operators need.