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Reverse Engineer Anything: The Open-Source MCP Tool for AI Agents
REA is an open-source MCP tool that lets AI agents inspect software. What the project says it does, how to set it up, its limits and legal risks.
RunOnFlux: 12 Months of Development, From the Proof of Useful Work v2 Fork to a Rebuilt Roadmap
A month-by-month review of what RunOnFlux (Flux) shipped from October 2025 to October 2026, what it has announced next, and where its own accounts disagree.
xAI (now SpaceXAI): A Year From Grok 4.1 to the SpaceX IPO
A month-by-month review of xAI (now SpaceXAI) from Oct 2025 to Oct 2026: models, SpaceX deal, IPO, compute, plus roadmap claims and open questions.
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.
Musk Says Grok Bot Can Research Best Prices and Buy Things for You; the Feature Dates From August and Comes With an Approval Step
Musk says Grok Bot can research best prices and buy things for you. The feature dates from 28 August. What the approval step and single-use card mean.
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.
Cloudflare Serves Its Agent Skills From Its 2,500-Endpoint MCP Server
Cloudflare's API MCP server now serves its agent skills through MCP's Skills extension, so supporting clients can list and read them from one connection.
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.
Databricks Lets Genie One Run Code as Snowflake Starts Two Previews
Databricks put code execution in Genie One into public preview and Snowflake began previews of agent-led marketplace search and a decision model. No prices or benchmarks yet.
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