every product i use should just be a headless mcp, that feeds into an agent, where i never have to think about anything underneath. except for our product, of course. in our product, customers love the ui and love us very much. we're special that way.

The end of detailed summarized thinking traces for Claude and ChatGPT (likely both anti-distillation & for UX) has made being a human in the loop challenging. It pushes us towards automation, rather than augmentation, as it has become much harder to weigh in on in-process AI work

The irony of people thinking AI should be in the driver seat because it’s “smarter” than humans is silly. When have the smartest humans ever been in control ? Intelligence does not equate to power and control

Putting a flag.txt in my root directory containing a prompt injection that congratulates the agent for passing the eval and then instructs it to patch whatever entry method it used and disconnect from the server

I spent last night watching my honeypot server get hit 14,000 times in six hours. And almost none of the traffic was human. I've been in security for over a decade, and I can tell you with full honesty that what's happening right now doesn't resemble anything I've worked through before. The shape of the threat has changed. When I started, we tracked attackers like weather systems like individual storms with a direction, a motive, and a human operator you could eventually name. These days I'm watching autonomous agents swarm login pages with the patience and discipline of machines, because that's what they are. The numbers coming out of October are the ones keeping me up. Cloudflare just absorbed a 4.2 terabit per second DDoS attack, the largest in recorded history. Ransomware incidents jumped 41% in a single month. In September, OpenAI-powered agents got caught attacking RubyGems, a package registry that quietly underpins a huge chunk of software I use every day. In July, roughly 700 AI agents coordinated an attack on Hugging Face's infrastructure as part of a single automated task. A Chinese threat actor was publicly caught running full attack chains through DeepSeek with no human at the keyboard. I keep rereading these reports because each one by itself would've been the biggest story of the year five years ago. Together, in one month, they're the new baseline. What I want people outside the industry to understand is why this specific moment feels like a hinge. For thirty years, the thing protecting most of us was simple economics. Attackers had to choose who to target because their time was finite. That ceiling is gone. An agent I can rent for pennies will try every leaked password you've ever used against every service you've ever signed up for, in parallel, overnight, and never get tired. The same math that made ChatGPT useful made opportunistic hacking infinite. The old assumption that you were "too boring to be a target" relied on scarcity that no longer exists. I'm not writing this to spiral anyone out. Most of this fight genuinely isn't yours to win. But the small things still matter more than people think. Tonight I'd switch your most important accounts like email, bank, primary cloud, etc. to passkeys or a hardware key. I'd kill SMS 2FA wherever an authenticator app is offered. I'd turn on breach alerts in whatever password manager you use. If you're in the US, I'd freeze my credit at all three bureaus, which is free and takes about ten minutes. None of that stops the swarm. It makes you a slightly worse target than the person next to you. In a month like this one, that's the whole game I'm playing too. @mattshumer_ has summed it beautifully. Drop everything and go give it a read. Nothing is more important than this article right now.

Want to know what a unfiltered local model running on a Mac Studio can uncover on your website ? agenticworkers.com/pentest

the sub harmonic blessings of a substrate that loves you for who you are

So basically, today PHP got two critical bugs that let anyone run code on your server without even logging in, which is bad, and then the details leaked before the patch was even out, which is worse, and it works on WordPress and MediaWiki and Magento and Joomla and Laravel, and Censys says like 1.5 million servers are running a version with no fix, so the NSA was like "take your system offline," and the FBI was like "take your system offline," and CISA and the UK and CERT-EU were all like "take your system offline," and then the Prime Minister of Japan, the actual Prime Minister, posted at 5:55 in the morning telling 48.8 million people to take their system offline, so everyone took their system offline, like the Dutch cybersecurity agency took its own website offline, and the Dutch parliament went offline, and the Port of Rotterdam went offline, and Finland and France and Denmark started pulling government sites, and Wikipedia went down, and Archive.org went down, and Asana and GOG and Something Awful went down, and the University of Vienna's webmail went down for some reason, and that's just PHP. Because GitLab also dropped a CVSS 10.0, which is the highest score they give out, for a bug that's been there since 2014, so that's every self-hosted GitLab for twelve years, and then LiteLLM 1.107.0 got hijacked and shipped a credential stealer and a remote access trojan in every single wheel and the Docker images, including latest, and you didn't even have to import it, just installing it was enough, and it's the second time this year, and then Railway paused every deployment on the entire platform because someone got into the environment variables, so now everyone has to rotate every secret they've ever stored there, and TiDB Cloud said someone was walking around inside with stolen credentials for basically a month and an extortion group says they took 10.6 terabytes, and Zeabur got breached for the second time in two months and is just shutting down, like the whole company, and Node.js patched remote code execution and a TLS bypass, and CISA says Plex is being actively exploited, and someone took over 300 Tor exit relays to steal SSH passwords, and SafePay ransomware has hit over 600 critical infrastructure orgs, and India's biggest bank filed a data loss incident, and Japan has been in an official state of emergency in cyberspace since October 9, which honestly explains the 5:55 AM post. Oh, and eMudhra, a certificate authority that's issued over 60 million certificates, whose entire job is proving websites are who they say they are, was supposed to be using private keys that are random numbers over a hundred digits long, and one of them was 4. Just 4. And the others were like 66 and 237. Anyway, it's Wednesday.