Blog

Daily notes on AI, testing, and building software.

April 27, 2026Vulnerability Analysis
CVE-2026-33824: Windows IKE Service RCE — What It Is & How to Fix It
CVE-2026-33824 is a Critical (CVSS 9.8) unauthenticated remote code execution vulnerability in Windows Internet Key Exchange (IKE) Service Extensions, disclosed and patched by Microsoft on April 14, 2026 as part of…
April 27, 2026Vulnerability Analysis
CVE-2025-29635: D-Link DIR-823X Command Injection Actively Exploited by Mirai Botnet
CVE-2025-29635 is a critical command injection vulnerability in end-of-life D-Link DIR-823X routers that allows unauthenticated attackers to execute arbitrary OS commands with root privileges via a crafted POST request…
April 27, 2026AI/LLM Updates
Claude Mythos Finds Thousands of Zero-Days — What This Means for Security Testing
Anthropic's Claude Mythos Preview has autonomously discovered thousands of previously unknown (zero-day) vulnerabilities across every major operating system and web browser — proving that AI has crossed a threshold…
April 27, 2026Test Automation
Claude Managed Agents Is Here — And It Could Fundamentally Reshape Autonomous QA
Anthropic's new Claude Managed Agents service handles the full execution harness for running AI agents autonomously — including file access, code execution, and web browsing — making it dramatically easier to build…
April 27, 2026AI/LLM Updates | Test Automation | AI Agents
Claude Managed Agents Are Here — And QA Teams Should Be Paying Attention
Anthropic's Claude Managed Agents, launched in public beta on April 8, 2026, give teams a production-grade infrastructure for running Claude as an autonomous agent with secure sandboxing, built-in tools, and full…
April 27, 2026Test Automation
A Bank Fired Its QA Team, Lost $6M, and Now Everyone's Talking About It
A financial company eliminated its entire QA team in early 2026 and replaced them with an AI testing pipeline — then lost $6M when the system hallucinated a discount code that priced everything in their store at $0. The…
April 27, 2026Vulnerability Analysis
CVE-2024-57726/57728: SimpleHelp RMM Critical Privilege Escalation & Path Traversal — Ransomware Groups Are Actively Exploiting This
Three chained vulnerabilities in SimpleHelp Remote Monitoring and Management (RMM) software — CVE-2024-57726, CVE-2024-57727, and CVE-2024-57728 — are being actively exploited by the Medusa and DragonForce…
April 25, 2026Vulnerability Analysis
CVE-2026-21571: Atlassian Bamboo Command Injection — What It Is & How to Fix It
CVE-2026-21571 is a critical OS Command Injection vulnerability (CVSS 9.4) in Atlassian Bamboo Data Center and Server that allows an authenticated attacker with low-level privileges to execute arbitrary operating system…
April 25, 2026Test Automation | Code Generation | AI/LLM Updates
Test-Oriented Programming: How LLMs Are Flipping the Testing Paradigm Upside Down
A new paradigm called Test-Oriented Programming (TOP) — published on ArXiv this month — inverts the traditional dev/QA relationship: AI writes the code, but humans own the tests. For QA professionals, this is less a…
April 25, 2026Test Automation
The STELLAR Framework Exposes 4x More LLM Failures — And What That Means for Testing AI Systems
As AI-powered features ship into production apps, QA teams urgently need better tools for testing LLM behavior — STELLAR, a new ArXiv-published framework, exposes up to 4.3x more LLM failures than baseline approaches by…

Latest from the blog