Anthropic Previews Claude Desktop Control
AI Product Management Certification
Today's top 24 insights for PM Builders, ranked by relevance from X, LinkedIn, Blogs, and YouTube.
Anthropic Previews Claude Desktop Control
#1 š
Claude launched a macOS-only research preview in Claude Cowork and Claude Code that lets the AI control your computerāopening apps, browsing the web, and auto-filling spreadsheets.
Also covered by: @Thariq
#2 š
OpenAI launched enhanced file management in ChatGPTāquickly reference recent uploads via a toolbar, query your files in chat, and browse them in a new Library sidebar.
#3 š
NVIDIA AI launches OpenShell, a unified framework combining open innovation with built-in security, privacy, and governance controls so autonomous agents can tackle complex tasks securely and predictably.
#4 in
Dharmesh Shah reports that Meta has quietly acqui-hired the Dreamer teamāincluding co-founder Hugo Barra and ex-Stripe CTO David Singletonāto focus on building autonomous agents rather than acquiring Dreamerās product.
#5 š
Cursor launched Instant Grep to search millions of files in milliseconds and supercharge agent task completion. Theyāve shared the core algorithms and design trade-offs behind its high-speed performance.
#6 š
LlamaIndex š¦ teamed up with Google Devs to publish a guide on building a smart financial assistant using LlamaParseās agentic PDF parser and VLM-enabled OCR, combined with Gemini 3 to extract data and generate clear, human-friendly reports.
#7 š
Thariq reveals that Claude Code can now control your computerās mouse, keyboard, and screen via Dispatch. He cites @felixriesebergās insights on seamless, low-latency system-level automation.
Also covered by: @Thariq
#8 š
Harrison Chase adds webhook support to LangSmith Deployments so you can send Slack pings or trigger other actions automatically when a long-running agent run finishes.
#9 š
Anthropic presents āLong-Running Claude,ā a single-agent sequential framework for tackling long-horizon tasks where errors compound, demonstrated via early-universe modeling.
#10 š
Philipp Schmid shares a beginner-friendly guide to vibe-coding in Google AI Studio, walking through prompts to deployment. He highlights private-by-default apps, one-click Firebase databases with auth, in-UI drawing for feedback, and instant Cloud Run publishing.
#11 š Simon Willison
streaming-experts - Simon discusses recent experiments running Mixture-of-Experts models by streaming expert weights from SSD to run very large models on machines with limited RAM, highlighting reports of Kimi K2.5 running on a MacBook and Qwen3.5 running on an iPhone.
#12 š Doug Turnbull
Why tiny late interaction models win - Discusses the recent prominence of late interaction models, highlighting a LightOn demonstration (with developer Antoine Chaffin) using a 150M model and the implications for retrieval and interaction approaches.
#13 ā¶ļø
Autoresearch Claude Code Hacker - Can It Breach My Vibecoded Site?
All About AI
Runs 16 automated 5-minute red-team attack attempts via Carpathyās auto research loop using Claude in Cloud Code, refined by Codex 5.4, to test and confirm security of a Vibe coded paywalled site.
- Implements Carpathyās auto research loop with attack.sh and evaluate.sh scripts in Cloud Code, updating program.md each iteration, running 16 experiments (5-minute max each) scored 0ā100, and using Git commits to keep higherāscoring attacks.
- Employs Cloud Codeās browser automation via Opus 4.6 and a custom skill file for web application reconnaissance (request analysis, attack surface mapping) alongside Codex 5.4 on the $20 plan to generate and integrate new red-team experiments.
- After 16 experiments covering 12 categories, achieved a top score of 30 for non-standard responses, confirmed MD file downloads require a 10-minute expiring token with a three-attempt limit, and found no way to access paywalled content without a valid token.
#14 ā¶ļø
How Microsoft's AI VP automates everything with Warp | Marco Casalaina
How I AI Podcast
Marco Casalaina demonstrates using Warp's AI-powered CLI agent to automate Azure role assignments via Azure CLI commands, duplex scanning and PDF merging using NAPS2 CLI and a Python script, and compressing a 10-minute, 1.7 GB Xbox Game Bar recording to 13 MB with FFmpeg.
- Warp automatically ran Azure CLI to assign āAzure AI userā, āAzure AI project managerā and āContributorā roles to a colleagueās email, replacing an hour-long web portal process with seconds-long commands.
- Executed duplex scanning by invoking NAPS2 CLI through Warp to scan odd and even pages separately, then generated and ran a Python script with PyPDF2 to merge the two PDFs into a single math practice test.
- Prompted Warp to run FFmpeg re-encoding on a 10-minute, 1.7 GB Xbox Game Bar video at 1080p, reducing file size to 13 MB while preserving resolution.
#15 in
Petros Simos, PSM I highlights āClaude Code for Everyone,ā a hands-on CLI tutorial site teaching Claude Code fundamentals. It now also features a front-end section on Claude Cowork, all thanks to Carl Vellotti.
#16 š OpenAI News
Creating with Sora safely - Announces guidance and safety practices for creating with Sora, focusing on responsible deployment and user protections. Describes measures and principles intended to reduce harms and ensure trustworthy use.
#17 in
Teun Rutten praises HubSpotās developer ecosystem, especially its Model Context Protocol that lets AI tools like Cursor and Claude interact directly with HubSpot data.
#18 in
Claire Vo argues leaders must ditch āIām blockedā and instead use AI tools like Claude Code, Devin, Lovable, and ChatPRD to prototype, design, and spec in minutes.
#19 š Eleanor Berger & Isaac Plath
Everyone says agentic coding builds whole projects. Why doesn't it work for me? - A featured question about why agentic coding often fails to produce complete projects for some users. The piece invites readers to explore common pitfalls and expectations around agentic workflows.
#20 š
Lenny Rachitsky reports a reader poll revealing that while most people feel more productive and positive about their work with AI, they also feel less secure in their roles and havenāt seen any real workload reduction.
#21 š
Kevin Weil šŗšø highlights a young astronomer who used frontier AI to analyze massive datasets and discover 1.5 million new celestial objectsāearning a NASA job offer and a fighter-jet ride as a signing bonus.
#22 š
LlamaIndex š¦ shows how to set up LlamaParse for legal discovery, using vision models to handle tough scans and surface image/chart content, then applying custom parsing instructions for consistent document outputs.
#23 š
Anthropic launched its new Science Blog with two posts, including one where Harvard physicist Matthew Schwartz guided Claude Opus 4.5 through a graduateālevel theoretical physics calculation.
#24 š
Claude automates recurring workflows across devicesājust tell it once (e.g., āscan my email every morningā or āpull a report every Fridayā), assign the task on your phone, and it delivers the finished work on your computer.