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Cloudflare's WAF was blocking every payload I sent at this target. I pointed my agent at Preview RAG and let it read how this WAF had been beaten before. It used that research to generate and test payload variants, and one of them slipped through. End result: a working... show more
153,404 просмотров • 2 месяцев назад •via X (Twitter)
Комментарии: 35

A few people asked why the agent needed Preview at all. A model only knows what was in its training data, and it stopped learning the day that training closed. It doesn't have current WAF research. Preview provides the up-to-date corpus it pulls from before answering, which is what let it actually work the problem instead of recycling what it already knew.

And it isn't tied to one frontier model. Preview plugs into any model with a single MCP command. Attach it to a small open-weight model with no security depth of its own, and it starts behaving like it has the field's research in context. One command turns a general model into a security specialist.

Get free access now at

dude that's some good work, and thankfully you didn't wrote the payload in public. Because the moment you write it, in next days it gets blocked. will try reciprocating it!

Thanks man, appreciate it. Exactly, public payload equals patched payload within days, so the method is the part worth keeping. Let me know how it goes when you try it.

sure bro 🤝

Bypassing WAF was never this easier 🔓 Tip: use MCP for better tool calling

100% and it's absolutely FREE

plug-in and fireeeeee

@skshadan_ fire

@skshadan_ thank you sir

Check it out, its FREE.

Crazy bro

super! 🔥

Thanks Kunal!

🔥

very cool!

Thanks sir

Doing what even Claude couldn’t do! Awesome!

Bro, what IDE are you using?

RAG is lowkey becoming one of the biggest unlocks for agent workflows.

#Arya4K re-releasing on 23rd july

🔥🔥

AA Meri Gand mein ghus ja 😐

I dont believe a single javascript%3A string will work in cloudflare.

Whoa, automating the research and testing loop like that is impressive. Makes me wonder what gets automated next.

Can u dm me

Saw it firsthand. Absolute 🔥

Thanks for checking it out Behroz!

Hi Are you from India?

So cool! Thanks for sharing this.

Thanks for your kind words.

Increase the rate limit to at least 500 weekly and 2,500 monthly.

I would have been generous if people had not been spamming us 😭

how much it cost u for 2500 requests/month ?
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