vibehacker
News
Orchard Core Docs ·

Orchard Core ships an official hosted MCP server so coding agents read its real docs and APIs

A new AI Quick Start page (announced Oct 23) points Copilot CLI, VS Code, Claude Code, Cursor, and any remote-HTTP MCP client at https://ai.orchardcore.net, giving agents tools to search and read the .NET CMS framework's documentation instead of guessing module names and APIs. In Claude Code it's one command: claude mcp add --transport http orchardcore https://ai.orchardcore.net (This week in Orchard).

Read at docs.orchardcore.net

More news

View all

Interchange opens its brokerage sandbox to coding agents with an MCP server and scoped Agent Keys

Announced Oct 22, agents can search Interchange's docs and call any API method in its sandbox to open, fund, and trade accounts, under a Docs Only, Read Only, or Read & Write key you approve in your browser. Each call swaps the agent's token for a 60 second one recorded on the action, and the command tool never retries on its own, so a timeout can't turn into a second trade…

Interchange Blog

Copilot usage metrics now name your org's own skills, custom agents, and MCP servers

Since Oct 22, the usage metrics API reports customer defined skills, custom agents, MCP servers, slash commands, and plugins by their configured names instead of other or custom , and lists up to 25 per record instead of five. Names come from Copilot CLI, the Copilot app, ACP integrations, and SDK based IDE agents (CLI 1.0.97+ or SDK 1.0.21+), and MCP counts still track connection attempts, not tool calls…

GitHub Changelog

MiniMax publishes M3.1 Flash weights on Hugging Face, under its own community license

Posted Oct 23, the 428B total/23B active multimodal MoE with 1M context ships with a DSpark draft head and serving recipes for SGLang, vLLM (day 0 images), and TokenSpeed, at roughly 233 GB of MXFP8 weights. It's not Apache or MIT: the MiniMax Community License requires a "Built with MiniMax M3.1 Flash" notice for commercial use and written approval above $20M in yearly revenue (license)…

Hugging Face (MiniMaxAI)

Claude writes machine-checked no-crash proofs for 239 entry points across 123 OSS-Fuzz libraries

With Theorem, Claude patched the bugs it found and then produced about 180 million lines of Rocq proving those fuzz targets never crash on any input under 64 MB, checked by the Rocq kernel rather than human reviewers. The guarantee only covers single threaded static RISC V Linux binaries, and a subset of proofs plus a Claude skill for verifying your own code are public (proofs)…

Anthropic Research

Anthropic's platform engineering lead says Claude now writes "literally all" her team's code

Speaking at Grafana's ObservabilityCON, Katelyn Lesse said her roughly 200 person team, which runs Anthropic's core services and developer tools, no longer writes code by hand: engineers own system design and verification while Claude Code does the implementation, including a Python to Rust migration. Some test fixes already run with no human in the loop, and Anthropic is weighing letting agents change real codebases on their own…

Business Insider

Spotted something we missed? Start a thread.