今天修了一个很折磨人的 BUG。使用 Fable 5 Max 进行修复时，因为牵扯到从插件源码反推插件运行时边界，直接因安全问题拒绝请求，跳到 Opus 4.8。注：如果自动从 Fable 跳到 Opus，别手动改模型，它会让之前的缓存失效。Noi ...

AI agents waste massive cloud space, so block this bloat early with strict policy checks, illustrated using Terraform and ...

Claude Code dynamic workflows are now generally available on all paid plans, including Pro for the first time. The feature writes its own orchestration scripts and coordinates up to 1,000 parallel ...

Apple has released Safari Technology Preview 247, the latest version of its developer preview web browser. The preview ...

This stylish noise-reduction brand has captured the attention of many during the last decade – but each model comes with slight differences Pete is a freelance writer with over a decade's experience ...

Kerry Bowman is a bioethicist and environmentalist at the University of Toronto who is currently engaged in humanitarian and ...

New benchmarks show semantic code graphs helping coding agents find change locations faster and complete updates more ...

DAG 不是 Agent 编排的答案，它是 Agent 最简单的特例。无环图天生不能循环、反思、重试、恢复。LangGraph 的 StateGraph + Pregel 引擎 = Agent 的操作系统内核：调度、持久化、恢复三个原语 DAG 一个都没有。 1.为什么你的 Agent 跑着跑着就卡住了？ 去年我在一个项目里写了这样一个 Agent：让它调研一个 GitHub 仓库，读 READM ...

Heart failure (HF) remains a pressing health concern, with rising prevalence globally. Subjectivity and ambiguity in the definition of HF and its antecedent stages have limited research, global ...