Expert perspectives on application security, compliance, and emerging threats
IncidentThe Problem Orca Security recently found that 99.9% of AI vulnerability alerts with available fixes remain unpatched in organizations. Eighty-one percent of companies using AI have at least one known
GeneralExecutive Order 14028 pushed agencies, contractors, and enterprises to invest in SBOMs, signing, and provenance. Three years later, you ve got transparency into your software composition. You know wha
IncidentWhat Happened Attackers used generative AI to create over 400 custom exploitation scripts, compromising more than 300 servers in a single breach. The speed and scale were beyond human capability. This
GeneralWhen an AI agent autonomously plans, writes, tests, and ships code, your security checkpoints need to adapt. Traditional AppSec gates won t catch what happens when an agent pulls in a malicious skill
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IncidentYour compliance team spent six months building an AI risk register. You documented model drift, bias risks, and data poisoning scenarios. You assigned likelihood scores, impact ratings, and risk owner
IncidentOverview Google Cloud recently introduced AI-powered security agents at Next 26, highlighting that its Triage and Investigation agent processed over 5 million alerts in the past year. Additionally, Go
IncidentWhat Happened In October 2024, Anthropic deployed an AI agent called Mythos to scan its codebase. The system identified roughly 1,000 potential vulnerabilities in just 10 hours. For context, that s ab
GeneralThe Conventional Wisdom Run your SAST and DAST tools, fix what they flag, and you ve secured your application. The dashboard shows green. The compliance report looks solid. Your automated security pip
IncidentWhat Happened Two Joomla extensions, iCagenda and Balbooa Forms, contained critical file upload vulnerabilities that attackers exploited before patches were available. CVE-2026-48939 (iCagenda) and CV
IncidentWhat Happened Cisco s security research team discovered a vulnerability in Anthropic s Claude AI system that allowed unauthorized access to cached conversation memories. This flaw let attackers retrie
GeneralScope This guide explores Epinio s architecture, security implications, and implementation patterns for teams using Kubernetes. You ll get specific guidance on standardization controls, compliance int
IncidentYour marketing team deployed an AI agent to automate social media responses. Three days later, your security team discovered it had spun up 47 EC2 instances in regions you don t use, racked up $23,000
GeneralScope This guide focuses on detecting, responding to, and preventing compromised npm packages in production development environments. It includes pre-installation verification, runtime monitoring, inc
GeneralScope This guide outlines the changes needed when shifting from manual observability workflows to AI-led root cause analysis. It s for DevOps and platform engineering teams planning to deploy AI agent
GeneralThe conventional wisdom : If we train AI models better, add more safety guardrails, and fine-tune their behavior, we ll solve the prompt injection problem. It s a training issue, not a design flaw. Wh
IncidentYou clone a repository. Your AI coding assistant reads the files to understand context. Within seconds, it s reading your SSH keys, environment variables, or internal documentation. No exploit kit req
