Security Researchers obsessing over tokenmaxxing and modelmaxxing are not going to make it
Been seeing whitehats go beastmode on a $200 gpt/opus plan, crushing findings left & right - get your harness right, the model doesn't matter and more tokens is rarely the answer🙏
Samarth retweeted
The internet is going into a LOCKDOWN.
Hundreds of millions of websites are potentially at risk from cyberattacks.
Governments, banks and major platforms have already taken their websites OFFLINE.
Many are already calling it “Black October.”
At the centre of the shutdowns is something most of us have never heard of, but use every day.
PHP, the software behind roughly 7 in 10 websites, has two critical flaws that can let hackers break in without a password.
Dubbed PHP2Shell, both are rated 9.2 out of 10 for severity.
Details began circulating on Oct 20. Emergency fixes arrived the next day, but attackers were already moving.
Cloudflare’s CEO says hacking attempts then jumped from thousands to MILLIONS within hours.
Cybersecurity agencies across several countries are telling PHP site owners the same thing: Patch it now, or take it offline.
Websites have gone dark worldwide, from government portals and hospitals to banks.
CrowdStrike warns these attacks leave almost no trace, so some sites may not know if they’ve been hit.
Around 2.6 MILLION internet-facing servers run PHP, potentially hosting hundreds of sites each.
Over 1.1 million use older versions no longer receiving official PHP updates.
Older installations may need an upgrade to a supported PHP version or a fix from their software provider.
And patching does not remove a backdoor an attacker may already have planted.
Cloudflare also says hackers are now tweaking their attacks to try to slip past its protections.
But PHP isn’t the only security story unfolding.
-Japan’s Onamae suspended ALL Desktop Cloud plans after malware was found on customer servers.
-India’s eMudhra had 8 website-certificate keys so weak, one was literally the number “4”.
-State Bank of India confirmed 3,897 customer records on the dark web.
-Criminals used AI agents to break into 400+ Latin American banks.
-Capcom confirmed a breach exposing 11.7 million email addresses.
-GitLab disclosed a 10/10 severity flaw in versions going back to 2014.
-LiteLLM removed a malware-containing release. Railway reported possible exposure of customer secrets.
None of these has a confirmed link to PHP2Shell.
We’re seeing separate breaches unfold together.
The true number of incidents could take months to come out.
The world is still on alert. Attacks are still coming.
they’re calling it the black October lmao.
> node.js: security vulnerability.
> PHP: critical RCE vulnerabilities.
> tensorlake: npm package infected.
> liteLLM: malicious PyPI + Docker releases
> Railway: customer secrets exposed
> zeabur - infrastructure breached.
> OpenCode: AI API keys exposed.
> OVHcloud CLI: official binaries backdoored.
> RankMath PRO: malware inside official plugin.
> TeamUpdraft: customer data compromised.
> ConnectWise: cloud backup identities compromised.
> SubQuery: backdoored npm package.
> GhostAction: GitHub repos with malicious workflows (related to the broader Shai-Hulud/ChainDrop activity).
> eMudhra: certificate authority keys compromised (with downstream impact on Tailscale).
this some complete madness bro. 1/3 of the internet is fucked.
Good strategy for upcoming security researchers is to become an expert in a specific area, to niche down instead of generalise. Good niches to choose right now:
- zero knowledge logic
- uni v4 hooks
- lending & DEXes (always great choices)
focused efforts > random efforts
Samarth retweeted
Cloud sessions are officially available and out of research preview! They let you keep Claude Code working, even when your laptop is closed.
Existing subscribers get a one-time credit to try them: $100 on Pro, $250 on Max.
🚨SOLIDITY-AUDITOR V4 IS NOW OPEN SOURCE (MIT LICENSE)
A single command now gets up to 85% recall on High severity findings from multi-week contests from last year. This used to cost protocols tens of thousands - we made it FREE, so any dev can build more safely. by PAG team🫡


























