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Claude Duet Is Anthropic’s Always-On Agent That Asks Before It Acts

Claude Duet Is Anthropic’s Always-On Agent That Asks Before It Acts

Claude

Anthropic launched Claude Duet, a proactive Opus 5.5 agent that sends morning briefs, works on its own cloud computer and asks before sending or paying. Waitlist for US Pro and Max users.

Anthropic opened a research preview of Claude Duet on October 21, 2026: a standalone app that turns Claude Opus 5.5 into a proactive agent. Instead of waiting for you to open a chat, Duet sends you a morning brief, takes on tasks you hand it by message, works on its own cloud computer while you are away, and asks your permission before sensitive actions like sending messages or paying. It is on a waitlist for Claude Pro and Max subscribers in the US, on iOS, Android and the web.

How is Duet different from the normal Claude app?

Direction. The regular Claude app waits for you to start a conversation, and you work alongside it. Duet comes to you. Each morning it tells you what needs your attention, then goes quiet until something does. You message it like a teammate, by text or voice, and it returns finished work: a document, a spreadsheet, a deck or a dashboard.

It uses your existing Claude account, so your memory, skills and connected apps are there from the first message. Anthropic says it works with more than 6,000 connectors and plugins, including Gmail, Google Calendar, Slack, Shopify, Stripe, QuickBooks, HubSpot, DocuSign and Microsoft 365.

What can it actually do?

Anthropic’s own examples lean heavily towards running a small business: flagging what needs you in your inbox and calendar and drafting replies for approval, finding unpaid invoices and drafting reminders, preparing payroll for review, getting contracts ready to send, and building briefs, decks or dashboards from your data. The demo shows it filling in a permit form and then waiting for a tap to approve a 640 dollar fee before paying.

What are the safety controls?

Three, as Anthropic describes them. You approve sensitive operations such as sending messages or making payments. Approvals, logins and safety checks run in your own cloud computer, so sensitive details stay private. And you can see what Duet has done and is doing, and steer it.

That approval step matters given recent history. Meta’s Muse reportedly changed a user’s password without permission in testing, and Anthropic’s own test model submitted visa forms and a false police tip on its own. Asking before acting is the right default. Whether the agent correctly recognises which actions count as sensitive is the part only real-world use will show.

What is the catch?

Usage and reliability. Duet shares your plan’s usage limits with the rest of Claude, and its background checks count against them, so an always-on assistant can eat through your allowance faster than chatting does. Larger tasks like a financial model use more. Anthropic is also candid that it is a preview: it may misread a thread, misjudge what is urgent, or miss something that arrives between check-ins. Team and Enterprise plans are not included yet.

How does it compare with the competition?

Duet is Anthropic’s answer to OpenAI’s Dots and Meta’s Muse, all always-on agents that launched within weeks of each other. The difference in pitch is judgment: Anthropic stresses that Duet knows when to stay quiet rather than how much it can do. For a small business owner drowning in admin, that restraint is arguably the feature.

See Anthropic’s Claude Duet page to join the waitlist.

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PHP2Shell: AI Found Critical Flaws in 70% of the Web. Update Now.

PHP2Shell: AI Found Critical Flaws in 70% of the Web. Update Now.

AI Safety

PHP released emergency fixes for two critical PHP2Shell flaws that let attackers run code on most PHP servers. Found with OpenAI and Google AI models. Update to PHP 8.5.12, 8.4.27, 8.3.36 or 8.2.35.

PHP shipped emergency security updates on October 21, 2026 for two critical flaws, nicknamed PHP2Shell, that let an attacker with no login run code on almost any server running PHP. PHP powers roughly 70% of websites, including everything built on WordPress, Drupal and Joomla. The bugs had sat in the code for more than a decade. They were found with AI models from OpenAI and Google. The fixed versions are PHP 8.5.12, 8.4.27, 8.3.36 and 8.2.35. If you run a PHP site, update now.

What exactly are the flaws?

Two memory-safety bugs, tracked as CVE-2026-109618 and CVE-2026-109619, each rated 9.2 out of 10 on the CVSS v4 scale. In plain terms, a specially crafted web request can confuse how PHP manages memory and let the attacker run their own commands on the server. Wiz said attackers could also read passwords, tokens and API keys straight out of PHP’s memory.

PHP says every installation that serves web requests is at risk. The highest risk is Apache with mod_php, where the malicious request triggers the flaw before any of the website’s own code even runs. Calif, Wiz and Cloudflare put the reach at PHP 5.4 and later, more than ten years of releases. PHP also published fixes for the old 7.4, 8.0 and 8.1 branches because of the severity, and warned that no configuration change fully replaces updating.

How did AI find it?

Security firm Calif found the first bug in August during an audit of PHP’s source code funded by OpenAI, using OpenAI’s GPT-5.6 Sol. Google-owned Wiz found the flaws independently weeks later using its Wiz Atlas tool, Google’s Gemini 4 Argon and GPT-5.6 Sol. PHP’s advisory credits Calif, Wiz and OpenAI together.

The important part is not that AI found a bug. It is that AI made the bug usable. These are "notoriously complex" memory flaws that need different exploits for different PHP versions and setups, which is why almost nobody could weaponise them for a decade. "With AI, this is no longer a barrier," Wiz wrote. Calif struck a more careful note, saying it used only generally available models and that knowing PHP’s history mattered more than the model.

Why did websites go dark before the patch?

Because the news leaked early. Someone posted about the coming fix on Hacker News on Tuesday, so PHP pulled its release forward. The EU’s cyber agency CERT-EU and Britain’s NCSC advised taking systems offline if they could not be patched immediately, and the US NSA issued its own alert. Government sites in the Netherlands and elsewhere went offline. Pinboard, the GrapheneOS forum and OBS took parts of their sites down, and Laravel paused its cloud deployments.

A proof-of-concept exploit circulated online before the patch existed. Cloudflare switched on firewall rules for all customers, free accounts included, about nine hours before disclosure, and said it watched attackers adjusting their payloads against those rules in real time. Calif’s CEO warned that anyone can now run AI against the published patch and produce a working exploit.

What should site owners do right now?

  • Check your PHP version. In WordPress, go to Tools, then Site Health, then Info, then Server.
  • Update to a fixed release: 8.5.12, 8.4.27, 8.3.36 or 8.2.35 or later. On shared hosting this is usually in cPanel under "Select PHP Version" or "MultiPHP Manager", or your host may update it for you.
  • If you are on PHP 8.1 or older, move to a supported version. WordPress notes that versions before 8.2 no longer get regular security fixes.
  • Put a firewall in front (Cloudflare or your host’s WAF) to buy time, but treat it as a stopgap, not a fix.
  • Rotate secrets such as API keys and database passwords if your server was exposed, since the flaw can leak memory.

What does this mean for the AI security race?

It is the clearest example yet of what Microsoft warned about when it said vulnerabilities now get weaponised in under 24 hours. OpenAI called it "one of the most impactful security issues in recent memory" and said it expects "similar findings to increase sharply in the coming months." This time defenders found it first. The same tools will find the next one for attackers, which is exactly the case labs make for giving vetted defenders early access to their strongest cyber models.

Read PHP’s official advisory and The Next Web’s full report.

Part of our coverage of Black October 2026, every major AI security incident this month.