小红花·文摘

OpenAI built support agents for its own customer service line, now it hopes big enterprises will trust them too

The New Stack ·

Jake Mannix discusses moving AI agents past chaotic "1970s BASIC" architectures. He shares how implementing an intermediate protocol layer allows engineering leaders to build versioned,...

Presentation: From Copy-Paste to Composition: Building Agents Like Real Software

InfoQ ·

Why R&D Data Belongs in the Lakehouse - and Why Agents Need It There

Databricks ·

What’s new: Air gets more agents, local models, and Java/Kotlin code intelligence

The JetBrains Blog ·

The rise of the agent runtime: The compute platform behind production agents

The New Stack ·

Introducing JetBrains Context: Repository Intelligence for Coding Agents

The JetBrains Blog ·

Environment-free Synthetic Data Generation for API-Calling Agents

Apple Machine Learning Research ·

Thomas Betts talks with Clare Liguori, the technical lead on the open source Strands Agents SDK. The conversation covers how Strands Agents has grown from a Python SDK to a full agent harness...

Podcast: Strands Agents with Clare Liguori

InfoQ ·

Working at the frontier: How Rakuten builds agents overnight with Claude Fable 5

Claude ·

Gwen Shapira shares how teams are scaling AI features using PostgreSQL for mission-critical apps. She explains how to leverage Postgres's multi-modal capabilities - including JSONB parsing and...

Presentation: Postgres for Production Agents: Your Relational Foundation for Enterprise AI

InfoQ ·

Google released the Genkit Agents API in preview for TypeScript and Go. The open-source framework packages message history, tool loops, streaming, and state persistence behind a single chat()...

Google's Genkit Ships Agents API with Detached Turns and Human-in-the-Loop for TypeScript and Go

InfoQ ·

ICML 26杰出论文：清华JustGRPO攻克dLLM推理瓶颈；告别简单指令测试：Agents Last Exam 全面评估智能体长程专业能力

HyperAI超神经 ·

多Agent协同通过MessageBus实现双向通信，Protocols确保可靠协商，Autonomous Agents支持自组织调度，Worktree Isolation实现工作目录隔离。这四个维度共同提升了Agent的协作效率。

AI in Harness（三）——多 Agent 协同：Protocols、Autonomous Agents 与 Worktree 隔离

犀利豆的博客 ·

Most skills will still be needed—but how people use them will change as they work alongside intelligent machines.

Agents, robots, and us: How AI reshapes work and skills in Latin America

McKinsey Insights & Publications ·

Aaron Erickson explains how NVIDIA designs and tests purpose-built AI agent hierarchies. For senior developers and architects, he outlines why balancing deterministic tools with agentic discovery...

Presentation: Designing AI Platforms for Reliability: Tools for Certainty, Agents for Discovery

InfoQ ·

浅谈AI Coding中Sub Agents的使用

Terrarum::异世界丨居正博客 ·

一项研究探讨了思维链（CoT）训练在大语言模型中的作用，发现其主要提升了提示词动作的质量，而非推理能力。模型在训练中更依赖提示词，导致注意力和梯度集中于提示部分。研究提出了一种干预方法，通过选择性掩盖动作令牌监督，增强模型的域外泛化能力，使其在新任务中表现更佳。

一分钟读论文：《Where Do CoT Training Gains Land in LLM based Agents?》

Micropaper ·

How agents are transforming work

mongona news ·

Deep Agents 和 OpenCode 现已在 AI SDK Harness 中可用

Vercel News ·

Azure Functions shipped a serverless agents runtime in public preview at Build 2026. Agents are defined in .agent.md markdown files with YAML triggers, MCP server access, 1,400+ connectors, and...

Azure Functions Ships Serverless Agents Runtime at Build 2026

InfoQ ·