I found the secret to 10x any RAG application results.
And it's not about using better models or any other complex setup.
The secret is about augmenting your embeddings with the correct metadata.
My clients never believe me when I tell them what I want to do, but it works…
knew win10 had the dsquery.dll laying around but never knew what to do with it
"rundll32.exe dsquery.dll OpenQueryWindow" will pop open a console for you and you can do some light LDAP recon
you can also open with with win + ctrl + f
probably useful for VDI/Citrix type tests
You are probably gonna hate me for the title of this blogpost, but, here is a quick peek into one of the most surprising components of our @DARPA AIxCC CRS: DiscoveryGuy.
support.shellphish.net/blog/2025/09/0…
(Planning to publish a few more of these "quick peek" into the system 👀)
😎GH Kernel Memory Scanner with BYOVD Support
IMGUI based memory scanner that supports Bring Your Own Vulnerable Driver providing quick no nonsense evasion for anything blocking process handles.
👉 guidedhacking.com/resources/gh-k…
GitHub - claffin/cloudproxy: Hide your scrapers IP behind the cloud. Provision proxy servers across different cloud providers to improve your scraping success. github.com/claffin/cloudp…
Releasing a project I've been working on for a while: thermoptic - A next-generation HTTP stealth proxy which perfectly cloaks requests as the Chrome browser across all layers of the stack.
github.com/mandatoryprogr…
DLL Sideloading for Initial Access – Red Team Operator's Guide 🔥 (new article)
print3m.github.io/blog/dll-sidel…
- finding software to backdoor
- finding DLL and function to backdoor
- legit software backdooring
- OPSEC considerations
#redteam#infosec#malware#security
AI for Security has never been more exciting.
Let me present MAPTA, our multi-agent framework that found multiple (now confirmed!) Remote Code Executions (RCE's) in flagship web products of Tier-1 companies. Why the secrecy? We're good boys, letting them cook patched through…
Bug Bounty Tip:
If you're testing a parameter for XSS, don’t forget to also check for Client-Side Template Injection.
Example:
/dashboard?message={{constructor.constructor('alert(document.cookie)')()}}
676 Followers 354 FollowingOFFICIAL DAVID LESTER British-American psychologist and emeritus professor of psychology. INFOS ABOUT QFS IS HERE. WAKE UP AMERICA 🇺🇸
150 Followers 3K Following🌸 X Expert , animator , 2D/3D Characters , Nsfw 🍫 logo/banner , emotes and all your twitch/Vtube stuff ♥️ Design is an art . So I'm Surely 🌺🔞
883 Followers 1K Following2x Founder @VoltAI & @Hackmetrix, Security Researcher. D̶o̶n̶’̶t̶ have the drive to become a big scary famous hacker. I love vibe coded shit.
4K Followers 5K FollowingMSCS • AI Engineer • Follow for latest updates on AI Agents
@parrotrouter (Unified AI Model API) - DM for alpha access
@cmdLang (AI Agent Platform)
6K Followers 2K FollowingNavy (ret) Surface Warfare Officer & missile defender with a side of fries. I taught Zach Mayo everything he knows. A perfectly flawed human. Opinions = my own.
8K Followers 99 FollowingSharing resources from the cybersecurity community • Passionate learner and creator • YouTube: https://t.co/1BmE6QOd0D • Turn ON Notifications 🔔
1K Followers 464 Followingoffsec & ai research at @udegcucei
co-founder: @cactuscon
advisor: @hackgdl
ex: @bishopfox @spiderlabs @mvpaward
no easy answers - sola gratia
opines are mine
129 Followers 217 FollowingEntering the world of Malware (◎▼◎) =========== Since August 2022. Opinions expressed are my own and not those of my employer
1K Followers 125 FollowingSecurity Professional and Researcher with over a decade of experience. I'm fairly low profile, but share useful info from time to time.
11K Followers 364 FollowingGet the latest news from the AMD GPUOpen team!
We're the #gamedev home for AMD FidelityFX™ effects inc. FSR, Radeon™ Developer Tool Suite, VMA, AMF + more.
849 Followers 197 Following-Quality Kydex Gear-
Natural, moral, & (most) state law says you have the right to defend yourself. We're here to help.
Carry Focused. Comfort Driven.
1K Followers 790 FollowingAlias Robotics is a robot cybersecurity company. We offer cybersecurity solutions to help protect robots and their components.
3K Followers 33 FollowingBallisKit provides tooling and services to professional Pentesters & Red Teams.
We develop MacroPack, ShellcodePack, and DarwinOps.
#redteam #infosec
3K Followers 73 FollowingEnclaveEmily on Youtube. Your favourite rant provider (possibly) | Portuguese | 1999 | CEO Of Cheating | Fallout fan
https://t.co/48cKD5j617
35K Followers 255 FollowingWe help secure the world’s most targeted organizations and products. We combine security research with an attacker mentality to reduce risk and fortify code.