مدونة

A 2026-06-12 KXO brief on OpenAI acquiring Ona, GitHub Agentic Workflows, PAT removal, AI usage reporting, and the operational control layer for production agents.

A 2026-06-11 KXO brief on Google Agent Runtime, Bitwarden Agent Access SDK, Anthropic model signals, and Microsoft's CI/CD agent security case.

A 2026-06-10 KXO brief on agent security, Apple's WWDC agent runtime signals, Microsoft runtime governance, OWASP risk language, and why enterprise agents need token-level routing, quota, audit, and revocation.

A 2026-06-08 KXO brief on IBM's AI control gap study, Microsoft Work IQ and ACS/MXC, Dropbox Nova, and the operating layer for governed agents.

用 Agentic OS 生态全景图梳理模型路由、Agent 运行时、工具协议、记忆系统、治理控制和 KXO API Token 运营。

A practical reading of the ChatGPT Images 2.0 system card, from safety layers and evaluation metrics to provenance and deployment safeguards.