Google has open-sourced Mantis, an AI-agent framework designed to automate the software vulnerability lifecycle, from identifying and validating vulnerabilities to reproducing and fixing them....

企业AI-Native转型需经历四级演进：先以Token治理和Spec-Driven交付奠定基础，再通过Agent Readable与DDD知识治理提升AI判断力，进而实现含双门检查的Autonomous Pipeline全流程自动化，最终构建Agentic OS系统。转型切忌跳层，需逐步搭建知识与控制面，方能释放AI生产价值。

Early experience implementing agentic workflows highlights emerging trade-offs that frontline leaders need to understand.

Deterministic rules safeguard hard metrics, but what about architectural intent? Discover how agentic fitness functions combine AI agents and versioned rubrics to evaluate complex, judgment-heavy...

Meta AI Research has introduced Muse Glimmer, a 30-billion-parameter open-weight model under the Apache 2.0 license, designed for local workflows. It enables autonomous agents and complex task...

At their core, AI transformations are a reinvention of how work gets done. This requires change leadership, not just change management.

At their core, AI transformations are a reinvention of how work gets done. This requires change leadership, not just change management.

GitHub推出Agentic Workflows公开预览，允许在GitHub Actions中运行AI代理处理重复性任务，如问题分类。它通过Markdown文件定义工作流，编译为YAML，支持Copilot、Claude等引擎。安全模型为核心，采用只读令牌、零密钥、沙箱和受限输出。用户可编写或导入现成工作流，但调试和成本可见性仍待改进。

Organizations that create the most effective agentic HR functions don’t just scale pilots. They define the human–agent operating model for the function first, then work backward to implementation.

Arun Joseph shares real-world insights on scaling enterprise agentic platforms like Deutsche Telekom’s LMOS. He discusses bridging organizational fault lines, replacing tool sprawl with core...