Product updates and useful context
Read updates about tools and digital products, see what has changed, and find the available sources in each article. Browse the archive pages for earlier posts.
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Find longer articles in the blog, explore a topic through the guides, or browse earlier news.WorkBench Revisited Shows Why Workplace Agent Scores Need Source-Level Checks
WorkBench Revisited updates a workplace-agent benchmark with 2026 model runs, but the arXiv abstract and GitHub repository currently surface different top-line scores, making it a useful case study in how to verify agent benchmarks before citing them.
Read updateGitHub Copilot App Is Generally Available for Agent-Driven Desktop Coding
GitHub has moved the Copilot app to general availability on macOS, Windows, and Linux, turning agent sessions, worktrees, pull requests, terminal checks, browser previews, canvases, and cloud automations into one desktop workflow.
Read updateTaste Lab turns website design DNA into agent-ready briefs
Taste Lab analyzes a website's visual decisions, tokens, and trade-offs so AI coding agents can reuse a design direction without blindly copying surface styles.
Read updateGitHub Agent Finder brings ARD discovery into Copilot
GitHub Agent Finder lets Copilot discover allowed agents, skills, tools, and MCP servers through the open Agentic Resource Discovery specification instead of preloading every capability.
Read updateGemini API Adds Streaming for 3.1 Flash TTS
Google now supports streaming speech generation for gemini-3.1-flash-tts-preview, making Gemini TTS more practical for low-latency narration, app voiceovers, and responsive audio workflows.
Read updateGLM-5.2 brings a 1M-token context to open coding agents
Z.ai released GLM-5.2 on Hugging Face with a claimed 1M-token context, MIT licensing, and long-horizon coding-agent benchmarks to verify before adoption.
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