We've reduced token costs in Cursor by 7% with no drop in agent quality.
Savings came from tighter prompts, selective tool loading, better caching, and compressed file reads. https://t.co/EMNxELnfwO
Introducing Rollouts.
Rollouts write a monitoring plan, then watch changes as they deploy.
Deployments are verified, so regressions are caught before users see them. https://t.co/01Pgz5B6V1
GitHub 🤝 @Muse
A new way to connect your GitHub account to review PRs, catch up on issues and notifications, and leave comments without switching tabs. https://t.co/iSg1FRs4Rt
Devin loves building apps on its own PC. Now, it works even better on yours.
Introducing two updates to Devin for Microsoft users: native support for Teams, and a first-party Microsoft 365 integration to connect to your mail, calendar files, chats, and more. https://t.co/lC1Dii9FNK
From figuring out the wiring to debugging “show that on the wall,” @sidrampally shares how he used Codex to turn an LED display into a voice-controlled assistant.
Powered by GPT-Live-1 and a Raspberry Pi, it shows weather, subway arrivals, and more: https://t.co/d6wv1qNHzc
Visualize Data Structures in VS Code 🤯
If you work with data structures, check out the Debug Visualizer extension for VS Code.
It lets you visualize your data while debugging so you can actually watch algorithms and data structures change as your code runs. In this example, see a linked list grow node by node and watch QuickSort move values into sorted order.
A great tool for learning data structures, understanding algorithms, and debugging complex code.
#VSCode #Programming #Coding #DataStructures #Developer
can confirm. ran @latentspacepod AINews side by side with 6 Sol and the difference was night and day: https://t.co/oloSDxf0q7
5.5 Opus is the new default model for AINews going forward. so much more concise and tasteful reporting, with much less slopese than even 5 Opus. https://t.co/P6AXDlBKNP
Along with Rollouts, we've made a major update to Security Reviewer.
Security Reviewer now finishes 21% faster, in 3.8 minutes on average, down from 4.8.
Rollouts and Security Reviewer are available today on Teams and Enterprise plans.
We’re including Rollouts usage credits for the next 10 days, so you can try it on real changes.
Learn more: https://t.co/L2wsajXeT9
The team also built a measurement loop that ran unattended against a huge pull request, using production instrumentation to detect blank gaps, jank, leaked observers, and scroll corrections.
A pull request with 2,200 files, 1M+ changed lines, and 400+ inline comments.
Impossible to review? Not if you have the GitHub Copilot app. ✨
The rebuilt pull request view keeps even this extreme diff fast and smooth. 🧵
Code is the easy part: virtualize the rows, keep the DOM small, and use known line heights.
Comments are harder. Their height changes with markdown, replies, expandable sections, images, and async content.
The solution was two independent geometries:
• Deterministic code height, known up front
• Dynamic comment blocks, measured lazily and corrected near the viewport
That keeps comment reflows from rebuilding the code layout.
⌨️ Keep typing without duplicate closing brackets.
When you type an opening bracket, VS Code uses an existing matching closing bracket when available. Otherwise, it inserts one. https://t.co/l9eY9gI0y0
🚀 The latest @code release makes large agent session lists faster and easier to manage and lets you run agent sessions in Dev Containers, both locally and on remote hosts.
🧵 Here’s what’s new:
https://t.co/YJQXbZY7EU
And Devin now works natively with Microsoft 365: grant access to Outlook, Calendar, OneDrive, SharePoint, and Directory, to give Devin all the context it needs to keep working.
Permissions are scoped per user and per app, giving your team precise control and flexibility.
In Microsoft Teams, you can now direct message Devin, start a group chat, or spin up Automations from Teams channels, all without leaving the chat.
Devin can also @-mention coworkers for questions, send file attachments, or mute itself when its done. https://t.co/8rkjz9VesZ