You don't understand how BIG this is. The same... OWASP security audit that used to take a consultant 3 days now happens in 30 seconds with ONE prompt: "Review my app against OWASP standards and highlight vulnerabilities." → SQL injection → XSS → Broken auth → Insecure dependencies Watch what happens when you paste it into Cursor. Most vibe coders do not even know this exists. (full breakdown in the article)show more

Holy shit... Keygraph just built an AI that hacks... your web app before hackers do. It's called Shannon and it's a fully autonomous AI pentester that finds REAL exploits, not just alerts. 96.15% success rate on the hint-free XBOW Benchmark. Your team ships code every day with Claude Code and Cursor. Your pentest? Once a year. That's 364 days of shipping vulnerabilities to production. Shannon closes that gap. What it actually does: → Autonomously hunts attack vectors in your source code → Uses a built-in browser to execute real exploits → Handles 2FA/TOTP logins with zero intervention → Delivers copy-paste Proof-of-Concepts (no false positives) → Runs Nmap, Subfinder, WhatWeb, Schemathesis under the hood Real results on OWASP Juice Shop in a single run: → 20+ high-impact vulnerabilities found → Complete auth bypass + full database exfiltration → Privilege escalation to admin via registration bypass → SSRF enabling internal network recon → Systemic IDOR across user data The architecture is what makes it work. 4 phases: Recon → Vuln Analysis → Exploitation → Reporting Specialized agents run in parallel for Injection, XSS, SSRF, and Broken Auth. Strict "No Exploit, No Report" policy kills false positives at the source. Covers the critical OWASP classes: - Injection - XSS - SSRF - Broken Authentication & Authorization One command. ~1 hour runtime. ~$50 per full pentest with Claude Sonnet. Every Claude (coder) deserves their Shannon. The Red Team to your vibe-coding Blue Team. 100% Opensource (AGPL-3.0). 10.6k stars already. Repo in reply ↓show more

Kriti Senon herself was the one pulling people in... to take photos with her 😭 After the photo, she even initiated the handshake with the guy, the guy didn't even wanted it. This is what happens when you don't have any fans 😭show more

an agent is four parts in a loop. you... own one. the other three break it. that's why the demo works and prod doesn't. you can't debug what you can't see. 1) the prompt → what you tell the model each turn. you own this one. good. 2) the context window → what it sees right now. the framework fills it with junk, and you never notice until it rots. 3) the tools → what it can do. you own the list, not when or why it fires them. 4) the control flow → what happens next, when to stop. the framework owns this. it's what breaks at 80%. own all four and your agent stops being a magic trick that works on stage and dies on call. this isn't my idea. it's the 12-factor agents guide (24k stars) github: the whole thing every serious builder ends up rewriting their stack around. full breakdown in the article below.show more

I still don't think people understand what just happened... with Claude Design. Claude Design can now take you from rough idea to fully responsive, high-fidelity website design in 10 minutes. Most builders are skipping Steps 1-3 and blaming the tool when results look generic. This 4-step workflow gets you professional designs on the first pass: (full breakdown in the article)show more

🔥This is what happens when you make the worst... possible decision. She swings at a police officer and in seconds the situation is over. A fast takedown and an arrest. Moments like this are about consequences. Escalating a situation with law enforcement almost always makes things worse, not better. Whether you agree with the situation or not, the outcome is always the same: don't escalate, don't swing, don't make it worse. Play stupid games …👇🏻show more

2 Cursor Composer agents working together on the same... project. one builds the project, the other reviews once the first agent is done and writes a report. cursor rules file is in comment to achieve this. first agent is instructed to build the project second agent is instructed to write a monitoring script to determine when the project is done then to review the project for errors and write a report This prompt can be improved. This is meant as a baseline If you are interested in learning how to use Cursor more in depth, I have a 28 chapter 1000x Cursor Course building full apps from scratch with 19 hours of content. link is in my bio if you are interestedshow more

If you read and watch one thing today, make... it this: “Opportunity and adversity. We get both of them and they're guaranteed, but there's three things we don't know: 1. We don't know when they're coming. We know we're getting them, we just don't know when. 2. We don't even know what they look like. We're not sure what they're gonna look like. 3. The biggest one — we're not even sure which one is which when we're in it.”show more

This is what happens when you mudsling. It should... be borne in mind that the political mantle one dons, is to be used only for nation building. Congress ought to know that confidence is good, but presumptuousness has always led to collapse of the arrogant! It is all too well known that Providence stands with Dharma and values. Haryana win shows that the nation is always with Modi!show more

I usually don't post previews like this, but I... felt like being a little generous today. This white lace set is easily one of my personal favorites, and I think you're going to love what happens when it comes off. Watch the full, explicit version at the link in my bio 🫣show more

: What is the most amount of days that... you haven't seen e/o for? 🦮: how many days? There was that time I went to France, maybe 3-4 days. Not often is it over a week : Do you guys miss each other in 3-4 days 🦋: Yes, I miss having someone to gossip with, have no one to gossip with 🦮: 😄show more

🇺🇸 WHOOPI GOLDBERG: "THE VIOLENT CRIMINALS SEEM TO BE... IN THE AGENCY" She said this with a straight face. Whoopi on ICE enforcement: "No one wants this, it's not what you said they would do. You said you would go after the bad guys, the violent criminals. And what does it turn out? The violent criminals seem to be in the agency." This is what happens when your only source of information is The View's green room. Source: The Viewshow more

CNN is already teeing it up that the winner... of the governor primary may not be known tonight and election results in California could take “days” or longer. They just gave their viewers an on-air “warning.” CNN: “One warning to anybody watching tonight.” “We’ll get you as much as we can over the next few hours, but we may not know the end result here for days.” “Some people think it could take even longer.” “California is traditionally slow counting its votes.” “And when you have a jungle primary like this, we’ll see what happens...”show more

🧸 people are the most beautiful when they stay... the way they are. just look at ricky... he used to be like 'Hello. I'm Ricky.' but now, he's just like... 'noooo~ hmph~' and that's just how ricky is. 🧸 these days, ricky is no joke. he's so full of aegyo. he's like, 'this won't do~' do you know that one cat with big eyes that looks like he's about to cry? that's him. puss in boots.show more

A kid in my DMs asked me if $533... in two days is good. He launched his store 48 hours ago. He's 16. 30 orders. 5% conversion rate. Day two. Most people spend two days picking a niche. This kid already has 30 customers. I asked him how he built it. He said he described what he wanted to Claude and it did everything. Product pages, descriptions, ads. One evening and $20. Then he asked me how to set up taxes. He doesn't even know how taxes work yet. He sent me everything he used. All of it is in the article.show more

Here is a drill to help you learn what... it feels like to use the ground and start to sequence effectively. Notice how the club is setup in the video between my feet. Get to your back swing and jump favoring your lead foot left and laterally like I am. With that feeling step in and hit one. Not where you are pushing off from when you swing and try and get that into a feeling that makes sense to you. This is how power is created in the golf swing. This is also where physical limitations can show up.show more

251024 GQ Korea Q&A with Kai Q: What is... the phone application that you use the most these days? 🐻 Rather than an application, what I do the most these days is beg others for their hotspot. My phone was shattered [T/N: When he dropped a dumbbell on it], so I had bought another one in a hurry in the USA. But when I got back to Korea, you have to register/activate it again, and I haven’t been able to do that yet. Life is not possible without wifi! [So I ask others] “Could you turn on your hotspot?”show more

THIS IS HOW FABLE 5 MOVES WHEN YOUR VAULT... IS BUILT RIGHT direct path. zero wandering. hits the target on the first try. without structure it's the opposite. 7 files opened. 2 minutes wasted. brief from 3 months ago still missing. one index file per major folder. gives the agent a direct line to what it needs. same task dropped from 2 minutes to 10 seconds. same model. nothing else changed. build the path or watch it search in the dark. full breakdown in the article below ↓show more

So when are they gonna tell the story about... how unhinged this man really is? It's not just Kat. He does the same shit with the kids. He is the most loving man in the world as long as you're doing what he wants you to do. The moment you don't he snaps like a lunatic #BeyondTheGatesshow more