.avif)
Sooraj Shah
Blog posts by Sooraj Shah
Claude Opus 4.6 found 500 vulnerabilities. What does this change for software security?
Anthropic claims Claude Opus 4.6 uncovered 500+ high-severity vulnerabilities in open source. Here’s what that means for vulnerability discovery, exploitability validation, and production security workflows.
Self-Securing Software: What It Is, Why It Matters, and How It Works
Self-securing software is a security model where systems continuously validate and remediate real risk as they change. Learn why periodic testing no longer scales.
What Is Continuous Pentesting?
Continuous pentesting automatically tests real attack paths every time software changes, validating and fixing issues as part of the development lifecycle. Learn how it compares to AI and manual pentesting.
AI Pentesting: Minimum Safety Requirements for Security Testing
AI pentesting systems act autonomously against live environments. Learn when AI pentesting is safe to use, the minimum technical safeguards required, and how to evaluate AI security testing tools responsibly.
The CISO Vibe Coding Checklist for Security
A practical security checklist for CISOs managing AI and vibe-coded applications. Covers technical guardrails, AI controls, and organizational policies.
Critical n8n Vulnerability Allows Unauthenticated Remote Code Execution (CVE-2026-21858)
A critical vulnerability in n8n (CVE-2026-21858) allows unauthenticated remote code execution on self-hosted instances. Learn who is affected and how to remediate.
How Engineering and Security Teams Can Meet DORA’s Technical Requirements
Understand DORA’s technical requirements for engineering and security teams, including resilience testing, risk management, and audit-ready evidence.
IDOR Vulnerabilities Explained: Why They Persist in Modern Applications
Learn what an IDOR vulnerability is, why insecure direct object references persist in modern APIs, and why traditional testing tools struggle to detect real authorization failures.
MongoBleed: MongoDB Zlib Vulnerability (CVE-2025-14847) and How to Fix It
MongoBleed, tracked as CVE-2025-14847, allows unauthenticated memory disclosure in MongoDB via zlib compression. See impact and remediation.
OWASP Top 10 for Agentic Applications (2026): What Developers and Security Teams Need to Know
Learn the OWASP Top 10 for Agentic Applications. Understand the top AI agent security risks, real-world examples, and how to harden your environment.
Get secure now
Secure your code, cloud, and runtime in one central system.
Find and fix vulnerabilities fast automatically.
