Expert perspectives on application security, compliance, and emerging threats
GeneralYour developers deployed 47 PostgreSQL instances across six Kubernetes clusters last quarter. Each one needs backups, patching, monitoring, and compliance documentation. Your security team is auditing
GeneralScope This guide focuses on post-incident forensic analysis for AI-generated code when you suspect your coding assistant has been compromised through training data poisoning. You ll learn how to evalu
GeneralYour developers are using AI coding assistants right now. They re generating pull requests, suggesting dependencies, and writing security checks. But the mental models most teams have about these tool
GeneralYour team reviews code after it s written. The data suggests you should flip that around. What Changed Code review started around 2006 when Google formalized internal practices. For nearly two decades
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GeneralYour developers are shipping AI agents that need database passwords, API keys, and service account credentials. Meanwhile, your security team is discovering these secrets hardcoded in configuration fi
GeneralYou ve got three years before the Cyber Resilience Act makes Software Bills of Materials (SBOMs) mandatory in Europe. That deadline is at the end of 2027, and if you re selling software into EU market
GeneralGoogle released two infrastructure projects in May 2026 that reveal where AI workloads are breaking Kubernetes: Agent Substrate and Agent Sandbox. These tools show that traditional container orchestra
GeneralYour web agents can read natural language. So can attackers. Cross-Site Prompting (XSP) exploits the same trust boundary weakness as Cross-Site Scripting, but instead of injecting JavaScript, attacker
GeneralYou ve locked down your API keys, you re running static analysis on your codebase, and your network security team has implemented zero trust for human users. When your engineering team proposes deploy
GeneralYou ve probably heard it: AI coding assistants have boosted developer productivity so much that code review is now the bottleneck. GitLab s research suggests this shift. Your team might be discussing
GeneralThe Conventional Wisdom Security teams are rushing to buy AI agent security platforms. The pitch sounds reasonable: AI agents move too fast for humans to monitor, they access systems autonomously, and
GeneralYou clone a repository, open it in your editor, and malicious code executes before you ve reviewed a single line. This isn t a theoretical attack; it s how untrusted search path vulnerabilities work i
GeneralYou ve filled out the framework mapping spreadsheet. You ve documented your model card. You ve assigned risk tiers to your AI systems. And now you think you re done with AI governance. Here s the prob
GeneralMany believe you can secure AI models just like software artifacts. Sign them with the same tools, scan them with the same scanners, and apply the same supply chain controls you use for container imag
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
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
