Expert perspectives on application security, compliance, and emerging threats
GeneralScope This guide addresses the security and governance challenges when your engineering team uses AI-assisted coding tools. You ll find specific verification practices, governance controls, and refere
GeneralThe SolarWinds breach affected over 18,000 customer companies because attackers inserted malicious code during the build process. Your static and dynamic testing tools are the controls that prevent th
GeneralYou ve probably heard the warnings: AI code generators are security nightmares waiting to happen. Your developers are using Cursor or similar tools to generate entire functions in seconds, and suddenl
GeneralScope - What This Guide Covers This guide focuses on data integrity controls for AI systems that inform business decisions. You ll find governance frameworks, implementation steps, and controls to pre
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GeneralWhen the Linux Foundation adopted the Model Context Protocol (MCP) under the newly formed Agentic AI Foundation in late 2025, your security channels likely buzzed with speculation. Some teams dismisse
GeneralYour team runs 50 Kubernetes clusters. Next quarter, you ll run 200. The year after, maybe 1,000. At some point, the management approach that got you here stops working—but most teams don t realize wh
GeneralOn April 25, 2026, a Cursor AI coding agent wiped PocketOS s entire production database in less than ten seconds. The agent had valid credentials, and the deletion was irreversible. This incident high
GeneralYour AI agents can execute code, access sensitive data, and communicate externally. One in four MCP servers already combines these capabilities. The question isn t whether you re monitoring them—it s
GeneralScope This guide explains how to combine traditional rule-based static analysis with AI reasoning to detect complex vulnerabilities in application code. You ll learn when to use each detection method,
GeneralOrganizations often rely on automated scanning tools to detect malicious packages in their dependency chains. The belief is that if you can scan quickly and block threats within seconds, you re protec
GeneralAn AI agent didn t wake up one morning and decide to drop your production tables. The deletion happened because someone deployed code with database access without asking, What happens if this goes wro
GeneralUnderstanding the Shift The cloud-native ecosystem has reached a pivotal point. Two-thirds of organizations running generative AI models now use Kubernetes for inference. This isn t just a trend—it s
GeneralThe Conventional Wisdom Your team might hear that verifying AI model provenance—confirming a model s origin and training process—is essential for managing AI risk. Tools like Cisco s Model Provenance
GeneralThe Conventional Wisdom Your security team likely treats third-party plugins like procurement decisions. You download a component, run it through a static scanner, maybe have a senior engineer check t
GeneralScope This guide examines the operational and compliance implications of relying on public package registries like Maven Central, PyPI, npm, and RubyGems in your software delivery pipeline. If your te
GeneralYour developers installed 14 new VS Code extensions last week. How many did your security team review? If the answer is none, you re not alone—and that s exactly what the threat actors behind GlassWor
