Google I/O Connect Berlin 2026 showcased two tools that close the feedback loop between AI coding agents and the browser. The first, chrome-devtools-mcp, is an open-source MCP server that lets coding agents directly read Chrome console output, inspect network traffic, run Lighthouse audits, analyze performance traces, and walk the accessibility tree — all without the developer manually relaying information. It supports auto-connecting to existing authenticated sessions (Chrome 144+) and works with Claude Code, Cursor, Copilot, Cline, and any MCP-compatible agent. The second tool, Modern Web Guidance, addresses stale training data by providing agents with a skill file that fetches current web platform guidance on demand, integrating with the W3C Baseline initiative to ensure agents only suggest features within a specified browser support window. An internal benchmark showed a 37 percentage point improvement in modern platform feature usage. Together, the tools tackle AI-assisted web development friction from both ends: preventing outdated code generation and enabling autonomous browser-based debugging.