Agentic AI

Apple says macOS Full Disk Access will soon require very explicit user action. Here’s how CTOs should prepare fleets, agents and permissions before it lands.

Agents don’t go rogue; we let them. Bound them with scoped tools, plan-as-code, budgets and middleware, then prove it in simulation before prod.

NVIDIA’s new safety stack pairs OpenShell with Sentry. Here’s how I’d map it onto an enterprise agent architecture, where to enforce controls, and who owns what.

If AI is software, we can engineer it like software. Here’s a concrete checklist to make agentic systems predictable without killing flexibility.

AI code generation made CI the new bottleneck. Here’s a concrete blueprint to restructure CI/CD so PRs stay fast without torching your compute budget.

Amazon blocking Meta’s Muse is a reminder: respect the rails. Here’s how I design commerce agents that stay compliant and reliable in the real world.

Amazon blocking Meta’s Muse is a reminder: scraping won’t scale. Here’s a concrete architecture to keep commerce agents effective, compliant and observable.

Agents move software from answers to actions. The design questions that matter now are about permissions, evidence of completion, recovery and the limits of delegation.