Expert perspectives on application security, compliance, and emerging threats
GeneralScope - What This Guide Covers This guide addresses the challenge of detecting compromised AI agents in production environments. You ll find specific runtime signals to monitor, implementation pattern
GeneralYou ve added Jackson to your project, configured your ObjectMapper, and moved on. The library works, your tests pass, and JSON flows through your API without issue. But security engineers keep finding
GeneralThe focus on AI-assisted coding often centers on model architecture and performance metrics. However, new data from Sonar s SonarSweep experiments highlights a critical factor: the quality of training
GeneralIn AI-driven development, verifying that your agents build correctly is as important as what they build. The shift from prompt-driven to loop-driven development fundamentally changes your verification
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GeneralThe Conventional Wisdom When your AI integration starts producing incorrect outputs, your team often relies on familiar tools: stack traces, breakpoints, and unit tests. You might add logging around t
GeneralYour marketing team recently used an AI agent to build a customer analytics dashboard. The agent selected three npm packages that seemed perfect: tracking user behavior, exporting data to CSV, and sen
GeneralSecurity vendors and AI labs are promoting large language models as the future of automated vulnerability detection. The excitement peaked when XBOW evaluated Anthropic s Mythos Preview model, noting
GeneralSecurity teams often treat browser security as a simple task—install an extension, block a few domains, and consider it done. However, your true attack surface lies in the thousands of active browser
GeneralScope This guide addresses credential theft and malware propagation through package registries, focusing on the NPM ecosystem. You ll find steps for detecting supply chain compromise, hardening develo
GeneralScope - What This Guide Covers This guide focuses on access control and containment strategies for AI agents with elevated permissions in your environment. You ll find specific steps for limiting agen
GeneralYour team likely runs static analysis on code after it s committed, scans containers before deployment, and uses software composition analysis to track known CVEs in your dependencies. However, if you
GeneralUnderstanding the Risk The npm package strip-ansi-cjs appears in your dependency tree with 529 dependents and 7,274 weekly downloads, yet it s completely empty. This is not just a theoretical risk—it
GeneralThe Conventional Wisdom Security teams are delaying agentic AI deployments until purpose-built security tools mature. This seems prudent: the tools for safely adopting agentic AI frameworks are just e
GeneralYour AI service just returned an empty response. No error code. No stack trace. The model simply decided not to answer. Traditional debugging assumes deterministic behavior — same input, same output.
GeneralScope This guide outlines immediate measures to secure GitHub repositories following the Megalodon campaign, which compromised over 5,500 repositories in six hours. You ll find detection workflows, cr
GeneralScope This guide focuses on detecting and responding to supply chain attacks targeting email transmission libraries. You ll learn to identify BCC-based exfiltration backdoors in npm packages, implemen
