At our recent Learning Loop event, @oneill_c from @baseten explained why continual learning keeps breaking, and what to try.
Watch the full session ⤵️ https://t.co/USzxElBs5T
Doc of the Week: VL-DocIR’s, a new paper on long-document retrieval. Table 2, where the “Data Source” header spans Wiki, arXiv, PubMed and SEC and stops one column short of Total.
LlamaParse Agentic Plus kept that span, along with all 35 counts and every label. Try it on your own research paper ->
@cjav_dev @aiDotEngineer @ricmac @latentspacepod and Anthropic's Flows/multiagent workshop is live!
thanks so much to @katelyn_lesse for helping set this up, and thanks to CJ and Harrison for an incredible workshop!
https://t.co/7Fyakm45B9
New in GitHub Transparency data: Learn about government takedown requests and reporting, and get a recap of 2026 state legislative sessions affecting open source.
https://t.co/kLiA6Vw7XM https://t.co/VBICBl0l4G
When you search, structured filters like a time range narrow the candidates first.
Then a small, fast model checks each remaining trajectory against your description, with many checks running in parallel.
Each one usually takes under half second.
Matches stream back as they’re found, so you don’t wait for the full scan.
AI Search reads each trajectory within a fixed token budget.
Most questions about behavior only need a small slice, and we checked that on 150 conversations from Open SWE, the coding agent our team uses every day.
✅ The median ran 84K tokens
✅ About 1.5K of that was the user’s messages and the agent’s final reply
✅ Roughly 3/4 was tool output: file reads, shell commands, test logs
https://t.co/rC1M6lvaIH
Muse Wonder from Meta Superintelligence Labs is now available in Cursor!
It scores 46.1% on CursorBench at default effort, the highest of any Muse model.
Priced at $4/M input and $20/M output tokens. https://t.co/NGEnvB43LN
Introducing Devin Oncall: Devin automatically investigates alerts and bugs, helping your team diagnose and resolve production incidents.
Devin Oncall already handles thousands of alerts every day for some of the world’s largest companies. Let it become your SRE today. https://t.co/Nza88HwIKd
You can just build things with Codex
We built a site for you to explore hardware projects from the community and share your own. https://t.co/zJQX1hXn2N
Run your backend on Vercel.
• Python is generally available
• Containers for other runtimes & system libraries
• Daemons for async jobs & background workers
https://t.co/spPCQWUaWc https://t.co/H1lvSQE81d
Sites is now generally available for Enterprise, with US and EU data residency for new Sites in eligible workspaces.
Build team apps with databases and authentication.
@kagigz shows how to schedule updates and let teammates use their own connected data with Plugins in Sites: https://t.co/jYxRh5Pi2U
Introducing https://t.co/KWzuDDlyvD.
Limited drops, original designs, and a few things you didn't see coming.
Powered by @nextjs, @Shopify Hydrogen & @eve. https://t.co/RA6VsKRBRt
✨ VS Code’s UI is evolving, shaped by developer feedback!
Explore the modernized interface, with refined tabs, more consistent layouts, and new ways to customize your workspace.
🔗 Read the blog: https://t.co/grsqnjPFaD
The October 2026 AI Gateway Index is live.
1. Open weight ran over 70% of tokens, and took nearly 25% of spend, up 4x since June.
https://t.co/kxHMurg7Sx https://t.co/f3Twn1GLwK
Ship SF starts at 10am PT.
On stage today:
• Guillermo Rauch, CEO & Founder @Vercel
• Tobias Lütke, CEO @Shopify
• Diogo Almeida, CEO @typesafeai
• Katelyn Lesse, Head of Engineering @AnthropicAI
• Prashant Ratanchandani, VP of Eng @AIatMeta
https://t.co/QLkcAa0gZF