Agentic principles aren't just for engineers. They're a meta-skill for anyone whose product is thinking.
Agentic Systems
Research
How autonomous agents coordinate, delegate, and build shared understanding without centralized control.
A standalone essay, shaped by the conversations after Agentic X, on bio tokens, loop closure, and the deeper philosophy of agentic thinking.
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.
NVIDIA's OpenShell confirms the session as the new security perimeter — but reveals two gaps that still need solving: shadow agents and chain visibility.
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.
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.