What shipped & dropped across AI labs, today.
Today
Tue · Nov 3 · 2 postsCost per task: Using cheap classifiers to route across Gemini models and thinking levels
Per-token API prices keep falling, yet engineering bills for autonomous coding agents keep climbing....
GitHub Copilot is now available in JetBrains Air
You can now delegate coding tasks, guide execution, and review results with GitHub Copilot in JetBrains Air. The integration uses the Agent Client Protocol (ACP) and supports tasks in your…
Sunday
Sun · Nov 1 · 1 post
Thursday
Thu · Oct 29 · 1 postWednesday
Wed · Oct 28 · 16 posts
AI for Science expands to foundations and research institutions
Repository plugin defaults and enterprise plugin controls generally available
Repository plugin defaults and enterprise-managed plugin controls are now generally available in VS Code, Copilot CLI, and the GitHub Copilot app. Trusted repositories can install and enable default plugins for…
Smaller apps and faster GPU inference with LiteRT in Google Play services
LiteRT in Google Play services now offers GPU inference powered by ML Drift, delivering about 1.4x faster performance alongside the new CompiledModel API. Switching from bundled binaries reduces app size by approximately 8 MB while enabling seamless, automatic runtime updates across billions of devices. Developers can easily adopt these updates by updating their dependencies and utilizing the new Android Studio LiteRT skill for automated migration.
Hill-Climbing Agent Quality with Agents CLI Evaluation
This post walks through the Agents CLI evaluation loop for systematically improving agent performance through continuous testing and grading. It demonstrates how to catch prompt regressions, evaluate model backend swaps using side-by-side trace comparisons, and automate evaluation passes. Developers will also learn how to integrate nightly scheduled runs with threshold-based alerting to track quality over time.
GitHub Copilot SDK is becoming Microsoft Copilot SDK
We’re transitioning GitHub Copilot SDK to Microsoft Copilot SDK. What began as the SDK for the GitHub Copilot harness is becoming the programmable interface for the Microsoft Copilot harness, the…
Copilot code review: Merge with confidence with Max and approvals
GitHub Copilot code review now offers its most thorough review and can approve your pull request when it’s ready to merge. The new Max review effort level is now in…
Agent Merge watches and fixes pull requests in the cloud
With Agent Merge, Copilot watches your pull request and automatically fixes blockers, (e.g., failing Actions workflows and merge conflicts) that stand in the way of getting your pull request merged.…
Create and manage Copilot Automations in Visual Studio Code
Copilot Automations in Visual Studio Code can now run in the cloud. You can create and manage cloud automations from the Agents window without leaving your editor. With Copilot Automations,…
Copilot Automations now learn from outcomes and self-improve
Copilot Automations can now learn from their outcomes and propose improvements to themselves, helping them produce better results over time. It’s easy to create an automation, but harder to build…
New tools, triggers, and cost controls for Copilot Automations
With Copilot Automations, you can combine prompts, triggers, and tools to design workflows around the way your team works. Triggers define when your automation runs (e.g., “every day at 9am”…
Issue artifacts are now in public preview
Issue artifacts attach agent-generated outputs and other important context directly to an issue. By keeping plans, research, links, and visualizations alongside the work, they give coding agents richer context and…
GitHub Copilot in VS Code, Universe releases
This year, we focused on giving you more choice in how you work with GitHub Copilot in Visual Studio Code: which models you use, where your agents run, and how…
Work from anywhere with a new, connected Copilot cloud experience
Copilot is now one connected experience in the cloud. Start a cloud task wherever you are, on github.com, GitHub Mobile, the Copilot CLI, the Copilot app, VS Code, or right…
GitHub Copilot in JetBrains Universe releases
Today, we’re making GitHub Copilot in JetBrains more capable, secure, and seamless. From GitHub Copilot Fusion’s smarter model orchestration to local sandboxes and next edit suggestions (NES), this update brings…
Connect your tools to Copilot without all the setup
The context your agent needs is often outside your repository: a thread in Slack, a design in Figma, an error in Sentry. Until now, giving Copilot that context meant finding…
GitHub Agentic Workflows generally available
GitHub Agentic Workflows, an open source project from GitHub Next, is now generally available. With agentic workflows, you can automate reasoning-based tasks like issue triage, CI failure analysis, documentation updates,…