不少团队可能都有类似经历：一开始自己写 Agent Loop，后来接入 LangChain、LangGraph 等框架，再后来又开始关注模型公司提供的 Agent SDK 和 Harness Runtime。每一次模型能力升级，似乎都伴随着一次架构调整。 过去一两年，Agent 开发的变化速度，可能超过了很多团队的预期。 不少团队可能都有类似经历：一开始自己写 Agent Loop，后来接入 La ...

The real question for leadership is not whether AI will replace the DBA, but what AI should be allowed to decide unsupervised ...

The second critical advisory in five weeks exposes how AI agent workflows amplify the blast radius of infrastructure flaws in enterprise environments.

CISA added Microsoft SQL Server RCE flaw CVE-2019-1068 to its KEV catalog after confirming active exploitation.

Gambit Security's threat intelligence team has published a detailed account of the Aurora ransomware operation, including six ...

Jedify, the autonomous context graph for data-intensive agentic applications and workflows, today announced the findings of a new benchmark study on context graph architectures, which pre-encode ...

TiDB powered by PingCAP, the cloud-native and AI-native database company, today announced that Kimi.ai, the AI platform developed by Moonshot AI, is ...

With AI agents enabling threat actors to increase the volume and sophistication of attacks, AWS commitment to database ...

AIエージェント向けのスキルやMCPサーバーをまとめて持ち運べるオープン仕様「Agent Plugins 1.0.0」のコアメンテナーにGoogleが加わりました。Agent PluginsはAmazon、Cursor、Microsoft、OpenAI、Vercelの担当 ...

Bob Starr was delighted with his vibe-coded website. “Boomberg” showed how much US tax money is going to tech companies, and Starr launched it online immediately after making it. It wasn’t until ...

When Miro’s data team pointed AI agents directly at its Snowflake environment, the agents got the wrong answer more than 65% of the time. The problem wasn’t the model — it was context. With more than ...

I've been thinking a lot lately about what it actually takes to make an AI agent genuinely useful for database work, both for administration and for application access to the data tier. Writing the ...