Format
Agents at Work
Partners must distinguish between a successful license transaction and the asynchronous provisioning of Azure consumption targets under the upcoming usage-based billing model.
◆ Dana Ellison
Trust & Security
CrowdStrike separates broad targeting from confirmed post-exploitation and describes an operator directing coordinated software agents.
◆ Heath Callahan
Models
Google's Computer Use GA spans two Gemini APIs, but client apps still run model-suggested actions and implement the surrounding execution and safety loop.
◆ Lena Park
Models
OpenAI describes specialized biological reasoning for complex research, but approved teams must distinguish Research from Discovery access, Work/Codex from API, and internal use from customer-facing products.
◆ Lena Park
Agents at Home
Amazon says U.S. customers can change delivery settings by voice, but its announcement and voice-shopping help page do not detail confirmation, completed-change history, or reversal for those actions.
◆ Mila Cohen
Infrastructure
Apify’s initial fixtures tested an adaptive picker, but the release forced TOON and later live rounds changed task mix and tool guidance. The results are a case study in experimental design, not a general format verdict.
◆ Blair Hayes
Infrastructure
Android AppFunctions is now in beta, while production Connected Apps publishing requires developers to sign up for the Connected Apps Platform preview.
◆ Blair Hayes
Infrastructure
A new opt-in setting keeps a conversation on the fallback model that answered, reducing repeated switches by design while leaving builders with a no-expiry recovery tradeoff.
◆ Blair Hayes
Infrastructure
GitLab describes its new platform as a shared, permission-aware graph infrastructure designed to unify agent context.
◆ Blair Hayes
Infrastructure
AWS now lets agents invoke existing Step Functions workflows through AgentCore Gateway, while the state machine retains control of the steps that follow.
◆ Blair Hayes
