Expert perspectives on application security, compliance, and emerging threats
GeneralWhen you review a Pull Request, you re looking at changed files. Your SAST tool scans those files. Your IDE highlights issues in the file you have open. But the SQL injection vulnerability? It starts
GeneralThe Conventional Wisdom Your security team runs dependency scanners in CI/CD. You ve configured Dependabot, Snyk, or another tool. When a pull request comes in, the scanner checks for known vulnerabil
GeneralIf you ve ever watched a junior pentester run Nmap without understanding what they re looking for, you ve seen the problem AI-driven security tools must solve. Automation without reasoning creates noi
GeneralYou re deploying AI agents at scale. Your compliance framework covers user access, service accounts, and third-party integrations. But what about the agents themselves? Enterprises expect to deploy an
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GeneralThe Conventional Wisdom The industry consensus suggests running AI-generated code in isolated sandboxes before it touches production. Tools like Greptile s TREX feature and Cursor s cloud agents creat
GeneralOver the past year, fewer companies are relying on AI systems for penetration testing. This isn t a failure of innovation—it s a market correction after inflated expectations met operational reality.
GeneralYour AI coding assistant just wrote 6,000 lines of code. It compiled. Tests passed. Your CI pipeline is green. But when a verification agent checked those same 6,000 lines against your team s actual r
GeneralScope - What This Guide Covers This guide provides the security controls and response protocols your team needs when deploying large language models (LLMs) in production environments. The rapid jailbr
GeneralScope This guide addresses browser extension security controls for enterprise environments. It covers permission analysis, remote code execution risks, and organizational policy frameworks for extensi
GeneralThe conventional wisdom suggests that AI-generated code should undergo the same review process as human-written code. This involves running it through your existing CI/CD pipeline, having a senior dev
GeneralSecurity scanners gave it a clean bill of health. GitHub stars suggested community trust. The skill looked legitimate by every conventional measure. Then it changed—after installation—and roughly 26,0
GeneralScope - What This Guide Covers This guide addresses dependency confusion and typo-squatting attacks targeting Python package installations. You ll find concrete verification steps, tooling recommendat
GeneralWhat Changed Asymptote Labs has released Agent Beacon under the MIT license—an open-source telemetry layer that collects and normalizes activity data from AI coding agents across local endpoints, CI p
GeneralYou ve probably heard the advice: Write clear code comments. Maybe you ve even enforced it in your team s style guide. But in security reviews, repositories often have helpful inline comments alongsid
GeneralYour SAST tool probably finds vulnerabilities. The question is whether you can act on them. Checkmarx just released performance metrics for their redesigned static application security testing engine:
GeneralSecurity teams often focus on data exfiltration when considering AI risks. Your DLP alerts fire when someone pastes code into ChatGPT. Your CASB flags uploads to Claude. You ve probably written a poli
