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.
Articles and guides
Keep reading and explore a topic
Find longer articles in the blog, explore a topic through the guides, or browse earlier news.Use Gemma 4 on Cerebras when voice agents need real-time vision
Hugging Face and Cerebras have shown an open speech-to-speech stack using Gemma 4 31B on Cerebras Inference. The practical signal is clear: real-time voice and vision agents now have an open-weight path, but teams still need to verify latency, pricing, provider limits, and fallbacks before production use.
Read updateRun Copilot CLI in Actions without storing a PAT
GitHub Copilot CLI can now run in GitHub Actions with the built-in GITHUB_TOKEN, cutting long-lived PAT secrets out of organization-owned automation while shifting usage to organization billing.
Read updateStream GitHub Copilot agent sessions before audit gaps grow
GitHub Copilot agent session streaming is in public preview for Enterprise Cloud customers with enterprise managed users, adding SIEM and REST API access to prompts, responses, and tool-call activity.
Read updateUse ZCode to test GLM-5.2 on real coding-agent work
Z.ai is positioning ZCode as the official GLM-5.2 coding harness, with desktop downloads, GLM Coding Plan integration, and public model availability signals on OpenRouter.
Read updateUse Wrangler auth profiles to stop switching Cloudflare logins by hand
Cloudflare added Wrangler auth profiles, letting Workers developers bind named OAuth logins to project directories and switch Cloudflare accounts automatically.
Read updateUse Vercel Service Bindings before exposing private backends
Vercel Service Bindings let one service call another through internal URLs, routing, TLS, and reachability grants without creating a public backend route.
Read update