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MAI-Code-1-Flash: early results from real developer workflows

MAI-Code-1-Flash is a lightweight coding model purpose built for the fast, iterative work developers do every day in GitHub. In this post, we share what the data is telling us about how it...

MAI-Code-1-Flash: early results from real developer workflows

Visual Studio Code - Code Editing. Redefined.
Visual Studio Code - Code Editing. Redefined. · 2026-07-29T00:00:00Z

Jeremy Edberg & Qian Li discuss why external orchestrators decrease reliability and how to use your existing database for durable execution. They share how DBOS Transact uses standard tables, SKIP...

Presentation: Compiling Workflows into Databases: The Architecture That Shouldn't Work (But Does)

InfoQ
InfoQ · 2026-07-23T10:26:00Z
Building Agentic Workflows in Python with LangGraph

In this article, you will learn how to build a complete agentic workflow in Python with LangGraph, from a single model call to a tool-using...

Building Agentic Workflows in Python with LangGraph

MachineLearningMastery.com
MachineLearningMastery.com · 2026-07-20T11:27:18Z
Configure where run state lives in Vercel Workflows

Vercel Workflows now keeps each run's state, queue dispatch, and output streams in a single home region: the region where the run starts by default, or any target region you choose.A run keeps its...

Configure where run state lives in Vercel Workflows

Vercel News
Vercel News · 2026-07-20T00:00:00Z
Vercel Workflows 追踪查看器现已新增迷你地图功能

Vercel Workflows的追踪查看器新增了迷你地图功能,用户可以在一个视图中查看整个运行过程,并通过拖动视口、缩放或选择新区域快速跳转到特定点。该功能可在Vercel和本地通过Workflow SDK使用。

Vercel Workflows 追踪查看器现已新增迷你地图功能

Vercel News
Vercel News · 2026-07-15T00:00:00Z

Cassie Shum discusses the architectural evolution of GraphRAG and why data foundations are critical for advanced AI workflows. She explains how traditional vector RAG falls short when addressing...

Presentation: Graph RAG: Building Smarter Retrieval Workflows with Knowledge Graphs

InfoQ
InfoQ · 2026-07-01T14:01:00Z
Claude Code Dynamic Workflows vs OpenClaw.NET MetaSKILL - 张善友

文章讨论了复杂AI工作流的编排,强调结合代码和声明两种方式。通过JavaScript和YAML,开发者可以实现动态决策和长期维护的工作流。理想的组合是用Claude Code进行原型设计,再用MetaSKILL固化为生产级工作流。

Claude Code Dynamic Workflows vs OpenClaw.NET MetaSKILL - 张善友

张善友
张善友 · 2026-06-27T12:26:00Z

Diagrid has announced the release of Dapr 1.18, introducing what it calls Verifiable Execution, a new set of capabilities designed to bring cryptographic trust, provenance, and tamper-evident...

Dapr 1.18 Introduces Verifiable Execution, Bringing Cryptographic Trust to AI Agents and Workflows

InfoQ
InfoQ · 2026-06-26T12:00:00Z

Cloudflare Workflows推出了“事务回滚”功能,允许开发者在工作流步骤中定义回滚逻辑,以处理步骤失败的情况。开发者可以在每个步骤中添加回滚函数,确保在操作失败时安全撤销之前的步骤,保持工作流一致性。这一设计简化了错误处理,提高了多步骤应用的可靠性。

我们如何为Cloudflare Workflows构建事务回滚

The Cloudflare Blog
The Cloudflare Blog · 2026-06-25T13:00:00Z
How we built saga rollbacks for Cloudflare Workflows

Cloudflare Workflows 现在支持 saga 风格的回滚,允许开发者为每个步骤指定补偿动作,从而增强了多步骤应用的执行引擎,提升了开发灵活性。

How we built saga rollbacks for Cloudflare Workflows

mongona news
mongona news · 2026-06-25T13:00:00Z

How autonomous code improvement can be made disciplined enough for enterprise use

Meta-Harness R&D: Enterprise-Grade Self-Improvement for Long-Horizon AI Workflows

OpenAI
OpenAI · 2026-06-23T12:00:00Z
重新设计的Vercel Workflows追踪查看器

Vercel Workflows和Workflow SDK的追踪查看器经过重新设计,支持全面检查运行。用户可以搜索跨度、缩放时间线,并通过键盘逐步查找信息。追踪查看器也可在Workflow SDK中本地使用,以便在开发过程中检查运行。

重新设计的Vercel Workflows追踪查看器

Vercel News
Vercel News · 2026-06-23T00:00:00Z

CircleCI has launched Chunk Sidecars, a new capability designed to bring CI-style validation directly into an AI coding agent's inner development loop. By Craig Risi

CircleCI Introduces Chunk Sidecars to Bring CI Validation Directly into AI Coding Workflows

InfoQ
InfoQ · 2026-06-19T12:00:00Z

GitHub has introduced the GitHub Copilot app, a desktop control centre for agent-native development that aims to keep engineers in charge while AI agents handle more coding work. Mario Rodriguez...

GitHub Copilot Desktop App Targets Parallel Agentic Workflows

InfoQ
InfoQ · 2026-06-17T08:00:00Z
天工3.1 重磅发布:上线 Skywork Design 与 Dynamic Workflows,给 AI 一张画布和一支军团

天工超级智能体在Skywork 3.0上线后收入实现三倍增长,用户逐渐将其视为生产力工具。新版本Skywork 3.1推出了Skywork Design和Dynamic Workflows,前者提升设计效率,后者支持多Agent并行处理任务,用户可在同一流程中完成调研、设计和部署,满足复杂需求。

天工3.1 重磅发布:上线 Skywork Design 与 Dynamic Workflows,给 AI 一张画布和一支军团

量子位
量子位 · 2026-06-17T04:32:09Z

Google says Gemma 4 12B is "designed to bring agentic, multimodal intelligence directly to your laptop", further noting that the new model can be combined with Google AI Edge to "build and...

Gemma 4 12B Enables On-Device, Multimodal Agentic Workflows with an Encoder-free Architecture

InfoQ
InfoQ · 2026-06-08T12:00:00Z

Anthropic introduced Dynamic Workflows, a new capability for Claude Code designed to handle complex software engineering tasks by coordinating large numbers of AI agents within a single workflow. ...

Claude Code Adds Dynamic Workflows for Parallel Agent Coordination

InfoQ
InfoQ · 2026-06-01T16:55:00Z

Microsoft added sandboxed code interpreters to Azure Logic Apps, enabling agents within integration workflows to generate and execute Python, JavaScript, C#, and PowerShell in Hyper-V isolated...

Azure Logic Apps Adds Sandboxed Code Interpreters to Agent Workflows

InfoQ
InfoQ · 2026-05-27T09:45:00Z

Launching Web Serial in Firefox 151 The web is built by communities, but not all communities use the web the same way.  That philosophy shaped part of this week’s Firefox 151 release, which...

Mozilla and Adafruit bring Web Serial workflows to Firefox

The Mozilla Blog
The Mozilla Blog · 2026-05-21T18:00:38Z

Anthropic hosted "Code with Claude 2026" in San Francisco, featuring livestream sessions focused on Claude Code, the Claude API platform, and other projects. Key topics included developer...

Anthropic's Code with Claude Announces Managed Agents, Proactive Workflows, Capability Curve

InfoQ
InfoQ · 2026-05-18T13:14:00Z
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