今日精读

"You can now set Claude Code's output style to Concise. Claude leads with the result, keeps responses short, and still gives full detail when you ask. Turn it on in /config → Output style, or set 'outputStyle': 'Concise' in settings.json."

"We shipped three updates to Claude Managed Agents. First, we made it easier to use memory with Self-Hosted Sandboxes... Second, we've added domain controls. web_search and web_fetch now take allowed_domains or blocked_domains... Finally, we've redesigned the Console session viewer for multi-agent sessions. It now has a minimap with one lane per agent, a streaming transcript grouped by agent iteration, and an inspector with cost in dollars per thread and per session."

"DeepSeek-V4-Pro (High) is now #2 among open models in Agent Arena (#14 overall), with +6.3% net improvement! At $0.21 median cost/task, it reshapes the Agent Arena Pareto frontier!... Bash Recovery: #1 open / #13 overall (+10.9%), Confirmed Success: #2 open / #4 overall (+13.1%)"

"Don't code alone. Slack Code is live. Humans and agents. Same channel. Same work. Launching today with agents from @AnthropicAI, @github, @Cognition, and @vercel. This is real multiplayer coding."

"Grok Build just got a new update bringing a first-class workflows catalog, Always and Never allow on permission prompts, a live status line that can refresh on a timer, and faster shutdown of looping tool calls... Permission prompts now show 'Always allow' and 'Never allow' options by default... Tool call loops are interrupted earlier to avoid wasting time on repeated identical actions."

"Today we're previewing Private Safety Processing, designed to let us keep offering Zero Data Retention while improving our safeguards... For ZDR deployments, content stays on infrastructure the customer controls. Automated systems look for patterns across related interactions and return limited safety signals, without exposing the underlying prompts or responses to OpenAI employees (even me!). We're also developing an OpenAI-hosted option encrypted with customer-controlled keys... plan to begin rolling it out in September."

"Vercel Agent can now join Slack with the full production context of your apps and agents. ▪︎ Add @vercel to any thread ▪︎ Create plans and PRs ▪︎ Roll back deploys and update configs"

"This week, we're bringing notebooks to AI Mode... Set up a dedicated notebook for each class or project and add a range of sources like class slides, syllabi, relevant web articles... You can now ask Search to create ready-to-use study docs based on your uploaded files or AI Mode threads. For example, you can add a photo of your handwritten notes along with lecture slides and ask Search for a one-pager that outlines the key concepts."

"Gemini in Chrome is now available for Android users in the U.S.! Use it to summarize long pages, connect with your favorite Google apps, and generate images in your browser. Google AI Pro & Ultra subscribers can also use auto browse to handle tedious tasks like booking parking or updating online orders."

"Just in time for back to school: the power of agentic coding has landed in Search. Anyone can now create custom tools and simulations to visualize different topics. One cool example: I asked AI Mode 'make an interactive 3D fractal Mandelbulb visual I can zoom into' and it coded and rendered this visualization, right in Search & on the fly. Available globally in English (free of charge)."