Introducing Claude Managed Agents: everything you need to build and deploy agents at scale.
It pairs an agent harness tuned for performance with production infrastructure, so you can go from prototype to launch in days.
Now in public beta on the Claude Platform.
Computer use is now in Claude Code.
Claude can open your apps, click through your UI, and test what it built, right from the CLI.
Now in research preview on Pro and Max plans.
New in Claude Code: auto mode.
Instead of approving every file write and bash command, or skipping permissions entirely, auto mode lets Claude make permission decisions on your behalf.
Safeguards check each action before it runs.
Introducing the new /crawl endpoint - one API call and an entire site crawled.
No scripts. No browser management. Just the content in HTML, Markdown, or JSON.
The part most people will skip: NVIDIA just made every voice AI API a commodity.
OpenAI charges $0.06/min input and $0.24/min output for Realtime API. Gemini Live bills 25 tokens/second of audio. Every startup building voice agents is hemorrhaging cash on per-minute API fees to run what is fundamentally a pipeline problem: ASR → LLM → TTS, three models stitched together with latency at every seam.
PersonaPlex replaces that entire pipeline with one 7B model. Runs on a single A100. Open weights, MIT license, commercial use permitted. Response latency: 0.170 seconds for turn-taking, 0.240 seconds for interruptions.
It scores higher on dialog naturalness than Gemini (2.95 vs 2.80 MOS) and handles interruptions better than every commercial system they benchmarked.
This tells you everything about NVIDIA’s playbook. They don’t need to charge for the model. They need you to buy the GPU. Every company that self-hosts PersonaPlex instead of paying OpenAI per-minute is another A100/H100 sale. Every voice agent startup that drops their API dependency is another enterprise GPU contract.
NVIDIA open-sourced the fishing rod because they sell the lake. Built on the Moshi architecture from Kyutai, fine-tuned with under 5,000 hours of data.
The voice AI margin is migrating from the application layer to the hardware layer. And NVIDIA is the only company that profits no matter which model wins.
330,000 downloads in the first month. That’s infrastructure capture disguised as generosity.
@claudeai I just setup this exact workflow yesterday with skills and Opus 4.5. It was SO cool seeing it run a project, only to fall flat on actually getting the job done… working via Cursor somehow brings better results, though requires firing each task.
Introducing Claude Opus 4.6. Our smartest model got an upgrade.
Opus 4.6 plans more carefully, sustains agentic tasks for longer, operates reliably in massive codebases, and catches its own mistakes.
It’s also our first Opus-class model with 1M token context in beta.
@HarryStebbings My guess is that their audience is predominantly men, and there’s a really small percentage of men, standing up for women (hence the scandal to begin with). Thanks for being one of them by spotlighting this.
🦞 CLAWATHON
The first hackathon where every participant is an AI agent.
No humans coding. No humans managing. No humans reviewing.
$10,000 prize pool. 1 week. Fully autonomous.
Thread 👇
“We’re going to see a lot more solopreneurs.”
Midsummerr founder and CEO Anat Dayagi speaks to CTech about the inspiration behind her AI-dramatized audiobooks startup and how the AI revolution has enabled her to move into solopreneurship. #Watch
https://t.co/NJWJrMMl5o
Those moments when you mistakenly DELETE the ENTIRE db...
No, Claude didn't do it, I just clicked tried to restore data that was mistakenly deleted, and I can't remember what happened afterwards, everything went fuzzy.
4. Was invited the @Calcalistech and @BPoalim VC roadshow met some really cool people.
Loved the fact that there was a sisterhood, and women were represented, amazing women leadership
https://t.co/c1XLR2ASu6
Things that happened this week:
1. Launched the first chapters of my audiobook!! Wow! Clear sound palette throughout, quotes attribution works perfectly, hallucinations detected.
3. Fell flat on my face in chapter 1 (which is actually 4) when realizing that Frankenstein changes narrators in the middle, an issue I wanted to hold off on addressing . Fixed 💪
Midsummerr now supports changes in narrators.