搭一个 AI Agent Demo，可能一个下午就够了。但要把它真正做到可以投入生产，完全是另一回事。 一个生产级 Agent 必须稳定在线、足够安全、控制好成本，而且当它不可避免地出问题时，你还得有足够的可观测性去弄清楚到底哪里出了错。这些能力几乎都不是模型本身提供的，而是来自你围绕模型搭出来的所有东西：记忆、工具访问、模型路由、护栏、成本控制，以及当 ...

Anthropicは10月7日、AIモデル 「Claude Haiku 5. 5」 を発表した。コーディング、コンピューター操作、知識労働でHaiku 4. 5から性能を高め、実行コストは平均で約75％低くなるとしている。 Haiku 5.

OpenAI's bots may have made a mess at Wikidata, AI may have helped hackers sneak into South Korean banking portals, and ...

Today we are highlighting improvements across a few key open-source projects many of you already use, as well as updates to Windows ML. To empower developers, we must support the broad range of tools ...

Microsoft AI streaming transcription gets its first real-time model: MAI-Transcribe-2-Streaming launches at $0.54 per audio hour through Microsoft Foundry and Azure AI Speech, completing a voice agent ...

This is the Python material that does not get left behind. Almost none of it is replaced by a framework later. Learn it, and keep this cheat sheet close by as a handy reference.

Microsoft has made Azure Container Apps Express generally available alongside Container Apps Sandboxes, the microVM compute ...

Exactly one week after the release of Opus 5.5, Anthropic announced the second model in the Claude 5.5 series, "Claude Sonnet 5.5," on September 28, 2026.Sonnet is the model that serves as the ...

GPT-6 Luna and Sol one week in: where to run them, what devs built, real cost numbers, and where they fell short.

The Hacker News is the top cybersecurity news platform, delivering real-time updates, threat intelligence, data breach reports, expert analysis, and actionable insights for infosec professionals and ...

Shares of International Business Machines spiked in May after the legacy tech giant unveiled an agreement with the U.S. government to build a standalone quantum chip foundry. On Wednesday, that ...

Sign up for The A.V. Club's free newsletter to have the best TV, film, and news stories sent straight to your inbox. Logan Allgood, a full-time teacher and part-time ...