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 ...
Most organizations know they need to govern agentic output. Far fewer have a clear, practical path to doing so. Today, Sonar, a global leader in AI code verification, governance, and efficiency is ...
New benchmarks show semantic code graphs helping coding agents find change locations faster and complete updates more ...
Spring AI 2.0 advances the Java framework for generative AI apps with a Spring Boot 4 baseline, cleaner agentic tooling, Model Context Protocol support and vendor-backed integrations including Azure ...
All my agents needed was a little bit of codified workflows to follow ...
2023 年是大语言模型落地应用的早期阶段,也是“年薪百万的提示词工程师”刷屏的一年。工业界曾一度将核心精力投射于提示词工程,导致市面上充斥着“万能 Prompt 模板”和“Prompt ...
Microsoft has launched a four-part developer series explaining how to build a CLI-style AI agent that can plan tasks, use tools, retain information, and ...
Open-source agentic coding model Ornith-1.0, released today under the MIT license, uses a self-improving reinforcement ...
With artificial intelligence (AI) firmly established in its product offerings, global comms tech provider Nokia has elevated its position in AI-ready networking, expanding its relationship with Amazon ...
Verizon's road to Level 4 network autonomy was boosted by turning 33,000 employees into software developers earlier this year.
Houdini 22 adds KineFX, APEX rigging, Gaussian Splats, Karma updates, Solaris work, MCP and UI improvements for production ...
Jeremy Freeman, Co-Founder and CTO of Allstacks, is a software engineer, technology architect, and entrepreneur with a career ...