Agentic AI thesis, coordination rituals, and messaging protocol design.
Systems engineering in the age of AI
Build reality-graded systems
Field notes from an engineer who treats debugging as a universal craft - from agentic AI deployments to information beings and governance crises. Tools for builders, operators, investors, and policymakers.
Series Map
Build logs, workflow upgrades, and how digital tools actually ship.
Craft & Shipping
Spam bots, engagement decay, and defensive protocol design.
Attention Warfare
Latest dispatches
- Published on
Everything we know about management theory exists because humans are emotionally expensive to coordinate. Strip that layer out and what remains is a clean systems problem. Running seven AI agents taught me why management practices exist — not just that they do.- Published on
We tried to add video to a brand-new voice-note podcast. The laptop overheated, OBS hung, life intervened — and the failure mode was the lesson. Reality doesn’t say ‘no’. It rate-limits you until your pipeline matches your ambition.- Published on
I recorded a voice note while cooking dinner, describing a feature I wanted. By the time the onions were done, the feature existed — as the blog post itself. A builder's honest account of two weeks running an AI orchestrator, the maddening overhead of making it work, and why the compound returns are worth it.- Published on
The cognitive handoff didn't stop at productivity. It kept going—into therapy, teaching, coaching. The economics are brutal, and we're approaching a fork: wake up or become indistinguishable from the algorithms feeding us.- Published on
After years of feeding the digital noise, I met two men without phones: one who built Silicon Valley, one who lives in Morocco. Their shared gravity revealed what I had been ignoring: the signal lives in presence, not timelines.
Subscribe to the systems briefings
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 agentic AI deployments, organizational design, and geopolitical coordination. No filler - only the signal operators need.




