Databricks research shows multi-step agents consistently outperform single-turn RAG when answers span databases and documents

Data teams building AI agents keep running into the same failure mode. Questions that require joining structured data with ...
Visual Studio Magazine

VS Code Updates Boost AI Agents, Terminal Control and Copilot Workflow

Across the April 8 and April 15, 2026 releases, Visual Studio Code expanded its agent-focused tooling with a new companion app, better terminal interaction, session debugging and more built-in Copilot ...
CSO Online

Critical flaw in Marimo Python notebook exploited within 10 hours of disclosure

A single unauthenticated connection gives attackers a full shell; credential theft observed in under three minutes on honeypot servers.
WinBuzzer

VS Code 1.116 Ships Built-in Copilot, Agent Debug Tools

Microsoft has embedded GitHub Copilot as a default VS Code extension in version 1.116, adding agent debug logging, terminal ...