惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
Application and Cybersecurity Blog
Application and Cybersecurity Blog
S
Securelist
K
Kaspersky official blog
Scott Helme
Scott Helme
C
CXSECURITY Database RSS Feed - CXSecurity.com
GbyAI
GbyAI
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
C
Cisco Blogs
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
博客园 - Franky
Security Latest
Security Latest
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
Y
Y Combinator Blog
T
Threat Research - Cisco Blogs
L
LINUX DO - 热门话题
C
Cyber Attacks, Cyber Crime and Cyber Security
Project Zero
Project Zero
Cisco Talos Blog
Cisco Talos Blog
月光博客
月光博客
I
Intezer
cs.CL updates on arXiv.org
cs.CL updates on arXiv.org
人人都是产品经理
人人都是产品经理
L
Lohrmann on Cybersecurity
Recorded Future
Recorded Future
Latest news
Latest news
V2EX - 技术
V2EX - 技术
T
The Exploit Database - CXSecurity.com
H
Heimdal Security Blog
F
Fortinet All Blogs
Cloudbric
Cloudbric
IT之家
IT之家
博客园 - 叶小钗
Microsoft Security Blog
Microsoft Security Blog
P
Proofpoint News Feed
博客园 - 司徒正美
Apple Machine Learning Research
Apple Machine Learning Research
PCI Perspectives
PCI Perspectives
AWS News Blog
AWS News Blog
H
Help Net Security
S
Security @ Cisco Blogs
酷 壳 – CoolShell
酷 壳 – CoolShell
Recent Announcements
Recent Announcements
Hacker News - Newest:
Hacker News - Newest: "LLM"
cs.CV updates on arXiv.org
cs.CV updates on arXiv.org
F
Full Disclosure
S
Schneier on Security
S
Security Affairs
T
Tenable Blog

Sanity.io

A Board Game agent built using Sanity Context and Vercel's AI SDK | Sanity Build a prototype with Claude Code that your whole team can edit | Sanity What’s New - May 2026 | Sanity I built a London pub guide with v0 and the Sanity MCP in six hours. Here's what I learned. | Sanity Build a conference concierge with Agent Context and Anthropic | Sanity Build a content-aware Telegram agent with Vercel AI SDK and Chat SDK | Sanity How I used Agent API to generate photos for my family’s recipes | Sanity What’s New April - 2026 | Sanity Better context, better matches: An AI love story (for dogs) | Sanity How to write for an agent | Sanity Content Agent, meet Slack: AI content operations in your workflow | Sanity Structure powers intelligence | Sanity Your agent needs better content. Here's how to give it. | Sanity How to serve content to agents (a field guide) | Sanity Sanity TypeGen GA: Automatic TypeScript types for content and GROQ | Sanity Sanity is now available on the Vercel Marketplace | Sanity The logo soup problem (and how to solve it) | Sanity Content Releases: From scattered updates to coordinated publishing | Sanity What's New - February 2026 | Sanity How we solved the agent memory problem | Sanity v0 Builder Challenge: The winners | Sanity Introducing: Sanity Agent Skills | Sanity Content Agent: Days of work in one conversation | Sanity Our Sanity Values | Sanity Open Source Pledge 2025: Stepping up when it matters | Sanity v0 builder challenge: $3000 in prizes | Sanity Why AI Breaks Without Structured Content Operations | Sanity What’s New January - 2026 | Sanity BFCM 2025: What teams built when infrastructure stopped being the problem | Sanity How AI shaped holiday shopping and what it means for content in 2026 | Sanity Sanity Studio v5: Embracing React 19 | Sanity You’ll need a CMS eventually. Let your agent set it up. | Sanity “You should never build a CMS” | Sanity AI Content Operations: A 30-Day Implementation Guide | Sanity What’s New December - 2025 | Sanity Scheduled Drafts: Stop manually publishing content at midnight | Sanity What’s New November - 2025 | Sanity Everything *[NYC] 2025 recap: A day of AI, Content Operations, and Culture | Sanity Clankers and content operations | Sanity Why design-driven content modeling creates technical debt, not velocity | Sanity What's New October - 2025 | Sanity From studio to inbox: How Kevin Green eliminated email campaign friction | Sanity The content editor's guide to content operations [E-commerce edition] | Sanity styled-components maintenance mode: A 40% faster fork | Sanity From zero code to a live website in 7 hours (thanks, Cursor!) | Sanity First attempt will be 95% garbage: A staff engineer's 6-week journey with Claude Code | Sanity Internationalization is more than translating words | Sanity What's New - September 2025 | Sanity We just deleted our 35k-member community Slack | Sanity What's New - August 2025 | Sanity The engineer's guide to content operations [E-commerce edition] | Sanity SEO for AI: Evolving from Web Pages to the Content Lake | Sanity What's New - July 2025 | Sanity Sanity Studio v4: A major version bump for a minor reason | Sanity What's New - June 2025 | Sanity Dashboard and Insights: Your New Content HQ | Sanity Canvas: AI-accelerated, context-aware, freeform authoring | Sanity Agent Actions: AI building blocks for structured content | Sanity Functions: Life beyond pressing publish | Sanity A new era for content applications with Sanity App SDK | Sanity The end of CMS era and our $85M Series C. | Sanity What's New – May 2025 | Sanity Introducing the Sanity Model Context Protocol (MCP) server | Sanity What's New – April 2025 | Sanity Pushing all the envelopes with ambitious content | Sanity Self-hosting is only free if your time is worth nothing | Sanity Content that lasts: Scaling beyond your frontend | Sanity The Live Content API is now Generally Available | Sanity The future beyond AI chat bots | Sanity Learning the new skill of working with AI | Sanity What's New - March 2025 | Sanity Give it in plain text: Making your content AI-Ready | Sanity No More 'DO NOT PUBLISH': Introducing Content Releases | Sanity React in 2025, what's next? | Sanity The final boss of front-end: block editors | Sanity Introducing Sanity for Startups | Sanity A block content editor that loves you back | Sanity A Black Friday Snooze Fest: Massive Traffic, No Drama | Sanity How to make a recipe site that scales well | Sanity The Sanity Winter Release 2024 | Sanity AVIF Arrives, Sanity’s Promise Fulfilled | Sanity Sanity joins the Open Source Pledge | Sanity Your content is now Live by default | Sanity Begin Team to Join Sanity | Sanity Sanity Digest - September '24 Edition | Sanity Sanity partners with Google. Now live on the Google Cloud Marketplace. | Sanity Sanity Digest - August ‘24 Edition | Sanity Now playing: the latest Mux Video Input plugin for Sanity | Sanity Community Digest - June ‘24 Edition | Sanity Community Digest - May ‘24 Edition | Sanity Guide to Sanity's newest product announcements | Sanity AI and Content Creation: A Leader's Guide | Sanity Of course, you should be able to type your content quickly! | Sanity New to AI Assist: translation, reference suggestions, image generation | Sanity Speak the language of your editors: Sanity Studio UI localization | Sanity Introducing the new Sanity Growth plan to serve collaborative teams | Sanity Presentation: Work faster than ever with structured content | Sanity Goodbye Feedback Frenzy, Hello Sanity Studio Comments! | Sanity Easing into the App Router with the Sanity Toolkit for Next.js | Sanity Making website updates easier with structured content | Sanity
Content Agent: AI that understands your structured content is here | Sanity
Knut Melvær · 2025-10-22 · via Sanity.io

Content Agent is now generally available!

Picture this common Monday morning question:

Question from the CMO: How are competitors positioning their new AI features, and does our messaging still differentiate us?

Yesterday we had to: Research competitor sites. Screenshot relevant sections. Ping Sarah to query our marketing pages. Cross-reference manually. Write analysis. Schedule meeting to discuss findings. Get answers by Friday if you're lucky.

Today we can: Ask Content Agent. It researches the web, analyzes your content, identifies gaps and opportunities—all in one conversation in under a minute.

That's the difference between AI that needs your help and Content Agent, the AI that already knows your content.

Watch the 5 minute demo with Even and Evelina showing what you can do with the Content Agent.

Join the waitlist, or keep reading to see how it works.

An agent that already knows your content

Content Agent starts by reading how your content is organized:

  • The descriptions you wrote for each field
  • How documents connect to each other
  • What's required and what's optional
  • The structure that makes your content reusable
  • The semantic meaning of the content

Then it does what generic AI tools can't: it uses that understanding to answer questions, create documents, and validate content. Respecting your content model from the first prompt.

Ask "Show me blog posts about product launches" and it doesn't just keyword search. It:

  • Identifies posts with that has product launch-y content
  • Follows references to find which products launched
  • Reads your field descriptions to understand context
  • Returns results with the relationships intact

ChatGPT needs you to paste all this context. Content Agent already has it.

What you can do that you couldn't before

The magic isn't just prompting in natural language. It's what Content Agent can do that generic AI tools can't.

It understands how your content connect

Content Agent navigates your content like an experienced team member who knows exactly where everything lives. Ask for "blog posts about product launches," and it doesn't just search for keywords, it understands your content model and the meaning of your content.

It finds posts, identifies which ones reference products, follows those relationships to check launch dates, and even reads your field descriptions to understand the business context behind each piece.

This isn't pattern matching. It's comprehension of how your content connects, what each field means, and why those relationships matter to your organization.

It creates content ready to publish

Content Agent doesn't just read your content and it doesn't just generate text for you to copy and paste. It creates actual documents that match your content model perfectly, with proper references, correct field types, and valid structure throughout.

Generic AI tools give you unstructured text. Content Agent gives you production-ready drafts that fit seamlessly into your content workflow.

Ask it to "create a product launch announcement for our new feature," and the happy little helper generates a draft with all the right fields populated, references to related products linked correctly, and metadata structured exactly as your schema requires. Everything saves as a draft for your review, so you maintain full editorial control while eliminating the tedious structural work.

It works with image assets too

Content Agent understands that modern content isn't just text. It can transform images directly within your documents: adjust product photos to match variant colors, adapt visuals for different markets, or update imagery to match brand guidelines.

Our team's favorite proof? Asking it to add mullets to author photos:

Side-by-side comparison showing a profile photo update. On the left, a man with short, slicked-back hair and a trimmed beard against a blue background. On the right, the same man with a mullet hairstyle added, looking in the same direction, also against a blue background. The interface above shows document version history from August 28 to October 17 2025, indicating the avatar image was changed.
Proof that Content Agent understands 'business casual' is relative.

Beyond the fun, this shows AI that understands visual context and executes changes directly in your CMS. No export, edit, re-upload cycle.

It can research the web

Content Agent doesn't stop at your content boundaries. Ask "What's trending in our industry, and have we covered it?" and it researches the web, analyzes what it finds, then cross-references that intelligence with your existing content. All in one conversation.

This means you can identify content gaps, spot emerging topics before competitors, and understand how your coverage compares to industry conversations, without switching between research tools and your CMS. It's market intelligence that's immediately actionable within your content workflow.

These capabilities work together to transform how content teams operate. Research the web, analyze your content, create schema-valid drafts, transform images. All in natural language, all within your CMS. No context-switching, no copy-paste, no broken workflows.

It helps you work with developers

Content Agent bridges the gap between content teams and technical teams. Need to request a new field or suggest a schema change? It can analyze your current content model, explain how it's being used, and help you write clear, specific feature requests that developers can act on immediately.

And because Content Agent understands both Sanity's APIs and your specific setup, developers can use it too: to understand content patterns, validate changes, or explore how the content model is actually being used in practice. It becomes a shared language between teams.

Get early access and help us shape what's next

Content Agent works with your existing content immediately. No migration, no setup, no code required.

There are a few things that we haven’t rolled out in the Content Agent yet.

  • No delete operations. We're being careful.
  • No bulk operations yet. Coming soon.
  • Content Releases support is also being built. This will be a killer feature!

But it has plenty of utility already. Focused, intelligent help with the content work you do every day.

Why join now:

  • Shape the product before general availability
  • Get free access during private beta
  • Learn workflows that will become industry standard
  • Direct access to the team building it

What we need from you:

  • Real-world usage to understand patterns
  • Feedback on what works, what doesn't, what's missing
  • Ideas for the workflows you wish it could handle

Join the waitlist to get early access.

P.S. If you use Content Agent to add mullets or other fun hair styles, then share and tag us on LinkedIn. We might send you some swag from our new store.