In the course of my work with LLMs, I’ve been examining a recurring pattern in how large language models are being used inside real systems. In many settings, I observed that LLMs are treated as planners where they are used to generate multi-step workflows, remediation strategies, operational playbooks, and even “autonomous” action sequences. These plans… Read More »Why LLMs Are Not Planning Machines (And What It Means)
A CISO’s reference for evaluating modern web app pentesting programs, what AI actually changes, and how to tell platforms apart from LLM wrappers. Quick Answer Web application penetration testing in 2026 looks structurally different from the annual consulting model most enterprises still run. The shift is driven by three mismatches: applications change daily but get… Read More »Web Application Penetration Testing in 2026: A Practical Guide for CISOs
On April 6, 2026, IRDAI issued revised Information and Cybersecurity Guidelines that go far beyond a regulatory refresh. They signal a fundamental shift in how India’s insurance sector must think about cyber risk — from compliance checkbox to continuous, board-accountable security. If you’re a CISO at an insurer, intermediary, web aggregator, or IIB, here’s what… Read More »IRDAI 2026 Cybersecurity Guidelines: What Changed? How To Respond?
What is Penetration Testing?A Detailed Guide Penetration testing, or pen testing, is a simulated cyberattack against a computer system, network, or web application to uncover vulnerabilities that could be exploited by attackers. It’s an essential practice for organizations aiming to secure their digital assets and minimize the risk of breaches. Hackers exploit vulnerabilities in 24… Read More »What is Penetration Testing? A Detailed Guide