A hands-on review of Google's Agent Development Kit - the open-source framework for building multi-agent AI systems, with a look at its strengths, limitations, and how it stacks up against LangGraph and CrewAI.
Google releases Gemma 4 with a 26B MoE, 31B Dense, and two edge variants under Apache 2.0 - claiming the highest intelligence-per-parameter of any open model.
Cloudflare's EmDash is an MIT-licensed CMS built on Astro 6.0 that sandboxes plugins in isolated Workers, ships a built-in MCP server, and targets WordPress's 42.5% share of the web.
A missing .npmignore entry in Claude Code 2.1.88 exposed 512,000 lines of TypeScript source, spawned the fastest-growing GitHub repo ever, and revealed unshipped features Anthropic never announced.
ByteDance's DeerFlow 2.0 is a powerful open-source agent harness that executes long-horizon tasks inside Docker sandboxes - impressive engineering, but not a turnkey solution.
Cisco open-sourced DefenseClaw at RSA 2026 - a five-minute install that scans agent skills, MCP servers, and AI-generated code before they run, with 2-second policy enforcement and Splunk telemetry built in.
