Positive has released MCP connectors that let an AI assistant reach directly into small businesses' marketing tools and analyse their data. The aim is for a single agent to handle the whole funnel, from search visibility to sales, without switching tools or breaking the permission chain.
Whether to accept AI-generated code has divided the free software community for months, with some calling it a betrayal of open source values. Linus Torvalds sees no real problem with it, on one condition: developers must be able to read and understand what the AI produced.
A preprint shows that an agent can trigger a tool before the model has even voiced a refusal, revealing a gap between what the model says and what the orchestrator actually executes. The study also lists 253 verified bugs across 118 MCP servers, arguing that actions must be checked independently of model output.
Vercel Shop, an open-source Next.js storefront template for Shopify built on the Hydrogen SDK, is now generally available. It is designed so that AI agents, as well as people and search engines, can read product data directly and use tools built for them to shop.
French crypto specialist Ledger has unveiled the Atom, a smartphone-like device that runs Android alongside Ledger OS. It is designed to secure crypto assets and keep AI agents in check, with pre-orders open now and release planned for summer 2027.
The new Multica release lets teams organise agent work into project workflows, with columns and handoffs between steps, and renders each workflow brief once on the server. The update also recovers completed drafts from builder agents and fixes several issues with resuming sessions and cleaning up artifacts.