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

Blog — PlanetScale
Blog — PlanetScale
Webroot Blog
Webroot Blog
T
Troy Hunt's Blog
S
Secure Thoughts
S
Security @ Cisco Blogs
S
Security Affairs
Forbes - Security
Forbes - Security
W
WeLiveSecurity
H
Hacker News: Front Page
T
Threatpost
Google Online Security Blog
Google Online Security Blog
S
Schneier on Security
有赞技术团队
有赞技术团队
WordPress大学
WordPress大学
www.infosecurity-magazine.com
www.infosecurity-magazine.com
博客园 - Franky
腾讯CDC
IT之家
IT之家
博客园 - 聂微东
L
LINUX DO - 最新话题
罗磊的独立博客
Hacker News - Newest:
Hacker News - Newest: "LLM"
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
博客园 - 三生石上(FineUI控件)
Hacker News: Ask HN
Hacker News: Ask HN
C
CXSECURITY Database RSS Feed - CXSecurity.com
C
Cybersecurity and Infrastructure Security Agency CISA
C
CERT Recently Published Vulnerability Notes
Know Your Adversary
Know Your Adversary
V
Vulnerabilities – Threatpost
cs.CV updates on arXiv.org
cs.CV updates on arXiv.org
博客园_首页
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
Cisco Talos Blog
Cisco Talos Blog
S
SegmentFault 最新的问题
酷 壳 – CoolShell
酷 壳 – CoolShell
Hugging Face - Blog
Hugging Face - Blog
L
LINUX DO - 热门话题
美团技术团队
G
GRAHAM CLULEY
T
The Exploit Database - CXSecurity.com
AI
AI
Application and Cybersecurity Blog
Application and Cybersecurity Blog
Jina AI
Jina AI
Help Net Security
Help Net Security
N
News | PayPal Newsroom
月光博客
月光博客
Spread Privacy
Spread Privacy
K
KPMG report finds enterprise disconnect between AI and its ROI | CIO
N
News and Events Feed by Topic

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 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 Content Agent: AI that understands your structured content is here | 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: Days of work in one conversation | Sanity
Knut Melvær · 2026-01-14 · via Sanity.io

Some content needs your full attention—hands and brains on keyboards. The editorial piece. The campaign launch. The story that carries your brand voice. That intentionally inserted em-dash.

And then there's the other work: the audit of 500 pages missing meta descriptions. The bulk update across 13 brands. The "which articles mention our old product name?" that's been sitting in the backlog for six months because nobody has the time. While it brings you this nagging feeling that it would be good to get it done… some time.

This is the work where Content Agent thrives. It eats those content chores and entropy monsters for breakfast. (yes, it can write too, if you ask it to)

This is because Content Agent is AI that understands your content model, navigates document relationships, and executes content operations at scale: auditing, editing, researching, and creating. And you stay in control. Every edit lands in the Changes panel for you to review before anything ships.

Content Agent is generally available on all plans.

Try Content Agent →

Watch the demo:

Built for content operations

Generic AI doesn't know your content beyond your copy-pasted strings of context. It can't tell you which documents are missing required fields, or how your blog posts connect to authors, or what content hasn't been touched in six months. It doesn't understand your schema, your references, or your publishing workflow.

Yes, you can connect AI tools to your content with the Sanity MCP server. Claude, Cursor, and other tools can query your documents and even make edits. That's powerful for developers who want AI in their existing workflows.

Agenting where your content ops is

But even if you connect an external AI to your content, you're still context-switching. Content operators need to work where they can see their content, navigate the structure, collaborate with teammates, and review changes before publishing. That's the Sanity Dashboard and Studio, not a separate chat window.

But for day-to-day content operations, Content Agent is purpose-built. It lives where your content is. It understands your schema, works within your permissions, and stages every change for review in the same interface you already use.

A software interface featuring a Content Agent proposing and confirming a band name change to 'Satellites', with the updated artist page visible in the Studio panel.
Content Agent understands what you are working on in the Studio and can see the rest of your content.
Content Agent feels like magic to our non-technical users. They can ask questions across our documentation, marketing site, and learning content without knowing where things live in the structure. It's democratized access to our content in ways we couldn't achieve before.” — Matt Chamberlain, Product manager at Braze

Content Agent feels like magic to our non-technical users. They can ask questions across our documentation, marketing site, and learning content without knowing where things live in the structure. It's democratized access to our content in ways we couldn't achieve before.

A portrait of Matt Chamberlain

Matt Chamberlain

Sr. Technical Product Manager, Braze

Bulk edits that kill spreadsheets

During early access, the most requested capability was bulk operations with safety controls. Teams didn't just want to find content that needs attention. They wanted to fix it. All of it at once.

Today, enterprise content coordination often happens in Excel. One team we talked to tracked 111 articles needing topic updates in a spreadsheet. They copy-pasted the CSV, asked Content Agent to implement the changes, and got 227 edits staged for review. No form-clicking. No developer ticket.

"We needed to add Facebook links to hundreds of office locations. What used to take our team two full days happened in a single conversation."
— Home Instead / Senior care franchise network, 1,100+ locations

Review everything before it ships

Every edit Content Agent proposes lands in the Changes panel. You see exactly what's about to happen. Remove what you don't want. Adjust what needs tweaking. Then push to drafts or bundle into a Content Release for coordinated publishing.

A Content Agent software interface displaying 18 proposed updates to documents, primarily related to SQL 2.0, with options to review and confirm changes.

Don't get lost in the research rabbit hole

Content Agent can search the web, then cross-reference against your existing content. In one conversation. No context-switching between five different tools.

It’s great for those quick checks and references, but useful for deeper research too.

If you are stuck on content ideas, you can ask "What are people talking about in our industry this week, and have we written about it?"

Content Agent does an excellent job surfacing trending topics in our space and helping us identify coverage gaps. For a newsroom that needs to track what's happening across multiple platforms and determine if we've covered it, that analysis is instantly valuable. It's the kind of work I used to do manually every day.

A portrait of Joe Lautzenhiser

Joe Lautzenhiser

Product Manager @ CoinDesk

What early access teams got done

Over 40 organizations tested Content Agent during early access. Their usage shaped the GA release. Here's some of the things they got done.

SEO metadata at scale

Title tags and meta descriptions across hundreds of pages. Work that gets deprioritized because "we'll get to it eventually" actually gets done.

Content audits in seconds

"Show me all documents missing card descriptions." "Which pages have empty hero fields?" "Find everything that hasn't been updated in 6 months." Questions that previously required developer time or spreadsheet exports now take seconds.

Template-based scaling

Copy a template, swap all brand references, new partner ready for review. One team onboarding university sports partners went from days of find-and-replace to a single conversation.

Database queries without the syntax

Content editors asking "how do blog posts connect to authors?" and getting results. No query syntax needed. Fewer interruptions for developers. Content teams get answers without filing a ticket. Developers used Content Agent to figure out complex GROQ queries that they could bring back to the code.

Onboarding without the learning curve

Navigating a mature content system can be daunting for casual users who just want to fix that thing they saw. Especially one that's been customized for the business. Just ask anyone at Sanity to update our pricing page. It’s a nested maze of features and plans (we sometimes go a bit too far with our content models).

Before Content Agent updating our pricing page verged on being a hazing ritual for the the fresh marketer (well, and the old ones to be honest). Now it’s a mere conversation with the Content Agent and done.

During early access, one user onboarding to an existing Sanity project skipped the documentation walkthroughs entirely. They just asked Content Agent about structure and content. "What are our most common CTA labels?" Answered in one turn. "Are there any fields in our hero documents that are empty?" Full audit in seconds.

Finding content used to mean long scrolling sessions or waiting for a system expert. Content Agent creates a shortcut and democratizes content ownership.

Thanks to our early access teams

Content Agent was shaped by real usage from teams including Morning Brew, Complex, Home Instead, CoinDesk, Braze, Rona, and dozens more. Your willingness to test, break things, and share feedback made this launch possible.

And as builders, it was invigorating to see you use it for real things, to mention a few: press release pipelines, multi-language migrations, CSV-driven bulk operations. One organization ran 170+ threads transforming press releases into articles. Another coordinated link updates across 11 countries in a single 57-message conversation.

You showed us what content operations at scale actually looks like. It has been really inspiring.

Pricing and availability

Content Agent uses consumption-based pricing at the organization level, based on AI Credits. Included usage for all organizations with usage limits. Additional usage available as an add-on on paid plans.

Full pricing details →

Get started

Content Agent is available now for all Sanity customers using Sanity Dashboard. It’s currently supported for Sanity Studio v5.1 and above.

Already on Sanity? Open your dashboard. Content Agent is in the sidebar.

New to Sanity? Start with the free tier. Your content becomes conversationally accessible from day one.

Try Content Agent →

Explore the user guide →

Content Agent is the next step in a broader AI strategy for the Content Operating System. Coming later: Canvas integration, semantic search, and headless agent functionality for automated workflows.