By AI Platform’s Model Runtime team and Inference team Introduction Most organizations consume LLMs through hosted APIs. Netflix went further — we run the full stack ourselves, from model deployment through inference, inside our existing production environment rather than a separate ML silo. Some…
Around the world, our community works to keep the Internet a force for good. We are highlighting just a few of their incredible initiatives from June. The post Community Snapshot—June appeared first on Internet Society.
Like many engineers, Sarah Downs says she knew she wanted to pursue a STEM career from a young age. As a teenager, she discovered robotics through her Tulsa, Okla., middle school’s First Lego League team, and she fell in love with the field, she says. Downs participated in the international…
Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion. Summer School on Multi-Robot Systems: 29 July–4 August…
Microsoft VSS remains a cornerstone of Windows data protection, but its architectural limits matter. Learn when to rely on it and when to go beyond it.
A team of mathematicians used whimsical "silly sprinklers" to solve a physics mystery that has puzzled scientists for decades. Their experiments showed that the rotation of both normal and reverse sprinklers is driven by the momentum of flowing water, not by the outside water flow or other…
Anyone can make sweets, but not everyone can make a Hershey bar. The debate over legaltech startups offering nothing more than a “thin wrapper” around an LLM begs a deeper analysis of the value of a wrapper, particularly as open-source alternatives take root. Let’s start with a Hershey bar. You pay…
The Angular ecosystem is moving incredibly fast, bringing together fully reactive architectures, smart AI agents, and robust state management. Whether you’re starting from scratch or optimizing enterprise applications, our community has you covered with exceptional resources this week! Dive into…
Sarah Friar, CFO of OpenAI, introduces a practical AI scorecard to measure ROI through useful work, cost per successful task, dependability, and return on compute.
The common rule of thumb is to never “block” the browser’s main thread when running JavaScript tasks. But is this a hard rule? Victor Ayomipo describes a use case he encountered involving a screenshot extension where he made an exception to the rule and decided that blocking the main thread was…
At MS Build, Ryan is joined by Cassidy Williams, Senior Director of Developer Advocacy at GitHub and former Stack Overflow Podcast host, to discuss how agentic coding is shifting dev work towards higher-level strategy while increasing decision fatigue; why human taste, community feedback, and…
Vercel Sandbox no longer bills for data it downloads from the internet. Installing packages, cloning a Git repository, or pulling artifacts and datasets from an external source does not count toward Sandbox Data Transfer usage. Traffic received on a Sandbox's exposed ports is still billable, as is…
Runtime logs now show a Cache Reason explaining why a request wasn't a fresh cache hit, for example a time-based or tag-based revalidation. Use cache reasons to debug misses and improve your hit rate. Cache-Control stale-while-revalidate Cache reasons appear for any response the CDN can cache…
GLM 5.2 is 35% off on AI Gateway through July 24 when routed through Novita. zai/glm-5.2 AI SDK To get the discounted rate, set the model toin theand route requests through Novita: After July 24, the model stays available at standard provider rates with no markup. model playground Try GLM 5.2 in…
See how we built MCP tools for Cloud SIEM, using usage data, progressive disclosure, and a custom eval framework to keep a multi-team agentic toolset reliable.
Framework-defined infrastructure Vercel now reuses static files across deployments for frameworks that output content-addressed assets. It's zero-config: Vercel usesto manage these immutable files alongside your code changes, handling the hard parts like hash collisions, file lifecycles, and…
Vercel Plugin Kimi Code CLI Theis now available in the. Kimi Code can now draw on Vercel platform knowledge on demand, with skills for Next.js, AI SDK, Vercel Functions, and more. The Vercel Plugin also helps Kimi Code stay up to date with the latest Vercel APIs and recommended patterns. /plugin To…
Slack adapter You can now build native Slack agents with Chat SDK's. Slack agent messaging experience The adapter supports the full, from agent conversations in the Messages tab to suggested prompts, rotating status messages, token-by-token streamed replies, and native feedback buttons. Here's what…