Expert perspectives on application security, compliance, and emerging threats
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
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
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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
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
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
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
