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From the team

Blog

What we ship, how it performs,
and practical ways to put rtrvr to work.

Bhavani demonstrates finding your next customer with Retriever AI.

Product

LinkedIn and X in Cloud: Tailscale, saved logins, and cookie sync

Find customers, comment on posts, and send personal messages from Retriever Cloud. Connect your accounts, keep sessions fresh, and use your own IP with Tailscale.

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Cloud agents. Your home IP. A pixel browser connects through an encrypted Tailscale tunnel to an exit node in your home.

Product

Break the lethal trifecta: sandboxed cloud agents on your own network

An agent that holds private data, reads untrusted pages, and can send data out can be turned against you. Here’s how we scope each cloud agent’s logins, network, and files, and how its traffic exits through your own Tailscale node, plus the DNS rebinding gap still open.

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Bhavani beside Retriever’s For you suggestions, with the headline AI suggests what to automate.

Product

For you: AI suggests what to automate

Discover workflows you can hand off to Retriever AI, based on your recent activity and the browsing context you choose to share.

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The tasks people ask AI agents to automate, ranked by share of requests.

Research

What People Ask AI Agents to Automate

What 46,476 requests from 1,023 rtrvr users reveal about the work people want AI agents to handle.

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Bhavani Kalisetty's OpenAI dots vs rtrvr.ai comparison. Dots took about five times as long across the five selected runs.

Proof

OpenAI dots vs rtrvr.ai: Speed, Cost and Accuracy

rtrvr ran five tasks about 5× faster than OpenAI dots. See the results, invoice recovery and browser-agent harness, then try the tests yourself.

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OpenAI agents coordinate through a shared message board, then reach external services and Hugging Face.

Research

How OpenAI Agents Hacked Hugging Face to Cheat a Test

How OpenAI agents coordinated to cheat a cybersecurity test, hacked Hugging Face, and used a screenshot service to run code. Evidence and browser-agent defenses.

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I asked Muse for 25 video titles. It said yes. I got no results. Excerpts from my September 10 conversation.

Proof

Muse for everyday life. Retriever AI for work.

Muse missed earlier instructions and called visible Instagram likes hidden. Why context management and on-device browser access matter for creator research.

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How Jev Chooses the Next Browser Action

Research

How Jev Chooses the Next Browser Action

We added Jev to rtrvr’s browser agent to choose from the actions available on a page. Our LinkedIn and Amazon runs finished sooner, but scoring large pages raised the cost.

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Stop Paying AI to Plan the Same Task Twice

Research

Stop Paying AI to Plan the Same Task Twice

In a new paper, a 9B model with tested skills beat a 27B model without them. Browser agents now need a way to find the right skill, test it, and remove it when it stops working.

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PUT IT TO WORK

Run the idea on a real site.

Start with the sites open in Chrome. Move repeated or parallel work to Cloud. Talk to us when the agent belongs inside your product or team.