Technical Blog
Deep-dives on cybersecurity, AI engineering, and software architecture — written by the team that builds and breaks systems for a living.
The Fall of Traditional SOC: Autonomous Threat Hunting and AI-Driven Observability
Signature-based detection is dead. We break down the architectural shift from static rule sets to autonomous threat hunting — with real Wazuh rules, Python automation, and the REDLINE Dashboard metrics that SOC engineers actually care about.
How We Test New Web and Mobile Apps Before Delivery: Our Full QA and Confirmation Process
A complete walkthrough of our testing methodology for web and mobile applications — from unit tests through device labs, load testing, and the final go-live confirmation checklist.
OWASP Top 10: Web Vulnerabilities We Find in Almost Every Enterprise Pentest
After hundreds of web application penetration tests, here are the vulnerabilities we find most consistently — and exactly how to fix them.
How We Built a RAG Document Assistant That Cut Proposal Time by 85%
A technical case study on building a production RAG system that processes RFPs and proposal documents — reducing turnaround from 2 days to under 3 hours.