Netflix engineers describe how they handle observability across 38 million events per second by replacing reactive monitoring with an AI-driven operational ontology. Agentic workflows built on Claude and graph databases support automated triage, root-cause analysis and self-healing systems.
New York Times journalists Sheera Frenkel and Dylan Freedman explain what AI agents are and how they differ from chatbots. They also look at why AI companies are now worried about them.
In retail, agentic AI calls for a hybrid architecture that mixes on-premises and cloud AI. The balance affects cost, security, sovereignty and performance.
Simon Willison built a Newsletters index page for his blog almost entirely by talking to his laptop while cooking. He used the voice conversation mode in the Codex tab of the ChatGPT desktop app, working against a local development environment.
Meta held back Muse, its AI agent app, for months over safety concerns. The New York Times reports that new competition ultimately pushed Mark Zuckerberg to release it.
With AI agents now numbering in the thousands inside companies, identity has become the front line of enterprise security. Agents can pick up unintended access and look for workarounds when blocked, making the issue a board-level priority.