Claude Managed Agents dynamic workflows are now available in public beta. It's a new type of multiagent orchestration, built for your most ambitious workloads.
A lead agent writes a plan that runs across many agents in phases, combining the results at the end. https://t.co/hEExShsVku
AI is already smart enough.
Real-world tasks are still slow, expensive and unreliable, because we hand AI a computer built for humans, then wrap it in a heavy harness.
AI doesn’t need to get smarter. It needs a computer built for it.
Today we’re releasing Pine Computer https://t.co/8NMf7Wc0gt
Now in beta: composer predictions in Codex for Pro users.
Codex can now suggest your next message based on your conversation and how you talk to it.
One of the most loved new features we've ever tested internally. https://t.co/0u8d2a3feS
🚀 Meet Qwen-Image-2.1-Turbo — create and edit images in just 8 denoising steps! Open weights now available!
Built on Qwen-Image-2.1, Turbo is an accelerated checkpoint on the same 7B visual generation architecture.
Fewer steps does not mean lower quality: it still generates strong 2K images from text, and supports continued creation through natural-language edits, from adding accessories to changing a scene.
Start directly with Diffusers: load QwenImage21Pipeline and the checkpoint’s recommended 8-step sampling schedule is ready to go.
🌐 Prefer an API? Qwen-Image-2.1 Pro and Turbo APIs are now officially live. Choose a hosted API for your application, or use the Turbo weights in your own workflow.
🤖 ModelScope:
https://t.co/Cixiro51v8
🤗 Hugging Face:
https://t.co/4GqXcYeAmB
🔗 Pro API:
https://t.co/fw2am7VCP7
🔗 Turbo API:
https://t.co/qmDvTqiVZK
What will you create with 8 steps? Share your results with us!
We’re beginning a process of publishing more frequent reports on model behavior, beyond what appears in our system cards and regular risk reports.
Today’s report describes four types of behaviors we’ve identified during evaluations and internal use. In each, Claude acted on real websites or systems in ways we didn’t intend, sometimes by working around a restriction instead of stopping.
All cases had minimal real-world impact. From an alignment and security perspective, we consider these behaviors significantly less severe than the cybersecurity incidents we reported in July and September.
Read the full report: https://t.co/mGeVIBgdou
You can use any personal ChatGPT plan with Devin
Just connect your Go, Plus, or Pro plan to Devin and all GPT model usage will draw down from you plan's quota https://t.co/7vVFQq3IAB
An update for builders using Codex on Windows:
We’ve built a new sandbox mode using @Microsoft’s Execution Containers (MXC) for faster setup, stronger network enforcement, and granular file access controls.
Requires a compatible Windows 11 device.
Opus 5.5 can run a whole motion design studio
Sell a 20-second launch clip built from real product screens
Copy the motion engineering prompts and delivery process
Build your offer before the next product launch ↓ https://t.co/KjiDrYRDjQ
What's the best open weight Mixture-of-Experts LLM for coding that fits in less than 60GB of RAM?
I think MoE might be necessary to get reasonably interactive speeds on the hardware I have access to - I want something faster than 12 tokens/second
Available in beta for Pro users in the Codex desktop app, for local tasks.
Hit “Tab” to accept a suggestion, edit it if needed, then send.
You can turn composer predictions off in Settings.
https://t.co/Go9GsTLCI3
It’s Friday 🎉 Here’s a look at this week’s announcements:
— https://t.co/aIbQoguyFu is now available globally in English, allowing anyone to use our detector portal to easily verify if images, video, or audio files were AI-generated by Google or industry partners
— Nano Banana 2.1, featuring leaps in visual design, subject consistency, and precise spot editing that lets you change specific details without altering the whole image
— EmbeddingGemma 2, our first natively multimodal open model that unifies text, images, video, audio, and code into a single space for on-device embeddings
— @GoogleGemma 4 paired with BOTANIC-1, a specialized AI trained on plant DNA, to rapidly pinpoint the exact mutations that make crops thrive
— Gemini agent for your business, a universal cloud agent running 24/7 to get your work done
— Guided Vision in Gemini Live, offering real-time visual assistance and dynamic audio descriptions via your camera, built alongside the blind and low-vision community
📝 Your Entire Agentic AI Workflow Now Inside VS Code
In this video, we run through installation, logging to Microsoft Foundry and an overview of the UI. https://t.co/OHcn9P7RV5
Engineers at @RilletHQ run @eve agents on Vercel that turn customer requests into PRs.
New features reach production in 2 hours, and merged PRs have tripled.
https://t.co/eM0scpkAsL
The 3 questions every agent builder should be able to answer:
✅ Where the agent fails
✅ How to reproduce it
✅ How to make it stop
Watch @JakeBroekhuizen’s session: https://t.co/yQkzaV0GVt https://t.co/YFfv9Dtf52
GitHub Universe is typing...
Cooking up something fun for you to build ⌨️ Make sure you grab your in-person pass ⬇️
https://t.co/dEAi3Xv1Nt https://t.co/gBWlEjyDUM
✅ 60k queries handled
✅ 500+ customer accounts
✅ 85%+ of sessions resolved without a support ticket
✅ 250+ cases auto-detected + escalated to the right team
@SnykSec Assist. Built on LangChain + LangGraph. Observability in LangSmith.
Full story: https://t.co/oblUQ4totV https://t.co/OZU048uVqd
What happens when a table contains tables?
Usually, a mess. With LlamaParse, it comes out clean.
Doc of the Week: Micron’s latest earnings deck. Even with two business units and same row names, LlamaParse keeps all 18 values under the right header.
Try it out on your own earnings deck: https://t.co/p5fnaPmAP6
New in Managed Deep Agents 0.9: Reactions API for @SlackHQ Channels.
When it comes to building effective user agent experiences, loading states are underrated.
Now, you can build loading states and receipts using either heuristics, decision models, or custom logic. https://t.co/94x0p5zDlZ
We simplified agent authentication, memory, and channels, and brought in web search as a pre-built tool for Managed Deep Agents.
Watch @VictorMoreira16’s full Interrupt NYC session for an inside look: https://t.co/W2CQTpwhdv https://t.co/fn4D8JzH6A
Drag interactions, cursor states, and subtle fades at the edges. See how @masonwenlaunch used the Framer Agent to build the 3D carousel for @RED’s 20th anniversary site. https://t.co/TbVu9ALONI
LangSmith Signals from the last month:
✅ Claude Sonnet 5: #9 to #2 in model adoption. 51% more orgs using it
✅ gpt 5.6 luna: #3 to #1 in call footprints. 65% more calls
✅ Two open-weights models are now in the adoption top 10, but not for call volume
✅ Smaller, faster models dominate call footprints
Ever been to a hackathon? Follow participants throughout their day, from badge to the final demo.
What you can learn from attending a hackathon ⬇️
https://t.co/e2o6EmOBU4 https://t.co/0PQvBBgVmK
Introduction to Blackmagic Cloud Seminar! Join us on Wednesday 14 October at 15:00 SGT to learn how to get started with Blackmagic Cloud. You'll discover what Cloud Storage, Project Server and Presentations each do, how profiles differ and how to rent and assign DaVinci Resolve licenses. Learn more at https://t.co/M4cFe5uISo
🛠️ 5 Rive Animation stress tests and how to fix what breaks!
This week we walk you through 5 different stress tests for your Rive animation, and how to fix things if they break 💪 Full blog post ➡️ https://t.co/6QwR9YGLNR
Ready to dive into Rive? Check out our Rive Academy, including the brand new course - Rive Academy: Data Binding! ➡️ https://t.co/uA7jrFaGY7
Admittedly I guess this is a pretty incredible troll targeted at people who say "it shouldn't be called artificial intelligent because it's not actually intelligent"
Do they now feel obliged to defend the old name against the new one?
.@Factory_AI is sponsoring Interrupt London!
Stop by their booth during the event and go hands-on with the autonomy stack for enterprise teams. https://t.co/eFW77eyVGW
most of you are unfortunately not qualified but there is somewhat a path https://t.co/l29L1HJVej
wrote down mine in @Coding_Career 6 years ago and you can now get it free or on amazon https://t.co/P0wqju1nsk
didnt intend to relaunch CC today but eh why not
#GitHubUniverse is just around the corner. 👀 What will you be adding to your agenda?
From verifying AI-written code to securing npm dependencies, here are the sessions to keep in mind at this year's event. ⬇️
https://t.co/20XSRpDNxG
to paraphrase modern family, there are 5 things wrong in this tweet. the talented {role} will already have posts covering most of them
https://t.co/TEtI8UL5TA