OpenAI details Codex Windows sandbox architecture, showing how SIDs, ACLs, restricted tokens, and dedicated sandbox accounts enable safe execution of autonomous coding tasks. The design balances...

Dropbox has unveiled Nova, an internal platform designed to orchestrate and operationalize AI coding agents across the company's engineering workflows. By Craig Risi

本文讨论了使用Claude Code启用工作流功能来总结客服会话的过程。启动了273个代理，使用Opus 4.8模型进行摘要。作者询问是否可以切换到Sonnet模型以节省成本，Claude Code表示可以在完成当前任务后进行切换。

Cloudflare recently added support for Claude Managed Agents, allowing developers to run and manage Claude agents within Cloudflare. Developers can connect agents to private systems, choose their...

Aaron Erickson discusses the evolution of AI workflows, shifting from "vibe checking" to building reliable, multi-agent frameworks. He explains how to combine deterministic software guardrails...

Deep Research Agentic Systems are AI Agents designed to conduct multi-step research for complex tasks using dynamic reasoning, multi-hop information retrieval, and generate structured analytical...

eBPF is emerging as a preferred method for security observability over traditional user-space agents. By attaching probes directly to the Linux kernel's syscall interface, it provides consistent...

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...

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

Coder Agents is a model-agnostic platform designed to let organizations run AI coding agents on their own infrastructure, rather than relying on cloud-based services. This allows teams to maintain...

本文探讨了在AGENTS时代提升编程生产力的实践经验。作者分享了使用Codex和Claude等工具的深度体验，建议创建私有的.agents仓库以统一配置，并持续优化AGENTS.md文档。强调选择适合的技能和工作流，利用CLI扩展Agent能力，确保交付质量。面对信息过载，寻找确定性是提升信心的关键。

文章探讨了如何将Claude转变为上下文工程工具，通过引入Skills和Subagents来优化上下文管理，降低token消耗。Skills模块化知识，Subagents独立处理复杂任务，确保输出质量。建议从简单的prompt开始，逐步引入复杂结构，以提高工作流的效率和可维护性。

Google has unvelied a new generation of Tensor Processing Units (TPUs), featuring two specialized chips designed to accelerate model training and agent workflows, which require continuous,...

Non-deterministic agents are those where the same input can lead to distinct outputs across multiple runs.

Mistral has released Mistral Medium 3.5, a 128-billion parameter model designed to handle instruction following, reasoning, and coding within a single system, and introduced new cloud-based agent...