ARC-AGI-3 as an early signal that cybersecurity is the next major AI frontier — and why the un-harnessed capabilities it measures map cleanly onto threat hunting, digital twins, and job-specific cyber agents.
5 min read
A first-principles essay on Loops as a personal operating system for judgment-heavy work, and why productivity systems should be redesigned when the constraint of carrying context changes.
8 min read
A Goldratt-inspired analysis of how AI is removing coordination cost as the load-bearing constraint of the Cloud era — and why that reorganizes companies rather than just accelerating them.
5 min read
NVIDIA's OpenShell confirms the session as the new security perimeter — but reveals two gaps that still need solving: shadow agents and chain visibility.
2 min read
The next security perimeter isn't the package or the process — it's the runtime chain. Why session-level visibility for agent runtimes is the missing layer.
8 min read
A standalone essay, shaped by the conversations after Agentic X, on bio tokens, loop closure, and the deeper philosophy of agentic thinking.
7 min read
Agentic principles aren't just for engineers. They're a meta-skill for anyone whose product is thinking.
4 min read