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Shadow Traffic Testing (Traffic Mirroring) for Software and AI Changes: How It Works and How to Set It Up

How shadow traffic testing (traffic mirroring) works, with doc-sourced Envoy, Istio, NGINX and GoReplay setups, plus comparison, rollback and risks.

Vercel’s eve Is an Open-Source Framework for Building AI Agents; It Is in Public Preview, and the Claims Are Vercel’s

Vercel's eve is an open-source framework for building AI agents from files, in public preview. What it is, how to start, and what is not yet known.

Claude Managed Agents Adds “Dynamic Workflows” in Beta

Anthropic's 9 Oct release note: a Claude Managed Agents agent can now use dynamic workflows, in beta. What a workflow is, per Anthropic, and what is not said.

Tencent Cloud Open-Sources TeamAI, a Git Harness for AI Coding Agents

Tencent Cloud's TeamAI shares skills, rules and MCP settings across a team's AI coding agents via Git, under MIT. The 76% cost claim is Tencent's own.

Cursor at $50 Billion: The AI Coding Revolution Just Went Mainstream

In the span of just a few years, Cursor has gone from a niche developer tool to a 50 billion dollar enterprise juggernaut. This is not just...

AI Coding Tools in 2026: Cursor, Copilot and Windsurf Compared

The market for AI coding tools has changed more in 2026 than in any year since GitHub Copilot launched. Cursor is now owned by SpaceX, Windsurf has...

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