GitHub's updated Copilot policy will use interaction data from Free, Pro, and Pro+ users to train AI models starting April 24, with a buried opt-out toggle and a telling exemption for enterprise customers.
Claude Code v2.1.84, mobile Figma/Canva/Amplitude integrations, and a changelog that reads like a lab in a hurry. Unpacking the velocity and what it actually delivers.
MCP is the de facto standard for connecting AI agents to tools. Most tutorials stop at local setup. Here is what it takes to wire up MCP servers to a Claude agent and run them in production without burning your token budget.
USC researchers find that telling AI models to "act as an expert" drops factual accuracy by 3.6 percentage points while boosting safety compliance. Time to audit your system prompts.
Anthropic shipped Claude Code Channels on March 20, 2026, letting you message a running Claude Code session from Telegram or Discord. Here's how to set it up, what actually works, and what to watch out for.
GitAgent introduces a file-based open standard for defining AI agents in Git repositories, with export adapters for eight frameworks. The portability story is real but has clear boundaries.