Expert perspectives on application security, compliance, and emerging threats
GuidesSecurity teams invest significant time building threat intelligence feeds, vulnerability scanners, and policy engines, only to see developers overlook them due to separate dashboards and context-switc
StandardsYour AI coding assistant just suggested a library. Your developer accepted it. Your codebase now includes a new dependency with 47 transitive dependencies, three of which have known CVEs. This happene
IncidentIncident Overview Orca Security discovered RoguePilot, a vulnerability in GitHub Codespaces that allowed attackers to manipulate GitHub Copilot into leaking GITHUB_TOKEN credentials. Attackers embedde
GeneralThe AI Cyber Challenge concluded after two years of competition between DARPA, ARPA-H, and OpenSSF. Now, teams are assessing what their cyber reasoning systems can achieve in real-world environments.
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StandardsThe Challenge A platform engineering team managing a 15-year-old C++ codebase faced a directive from their CISO: reduce memory-safety vulnerabilities by Q3 or plan a multi-year rewrite. The system pro
ResearchThe Question at Hand Your security team has flagged a new AI automation framework in your environment. It s early-stage, popular in the community, and there s no confirmed exploitation yet. Should you
StandardsThe Linux Foundation has quantified a crucial insight for engineering teams: your open source strategy can either multiply your investment or quietly drain your budget. Organizations that actively con
StandardsYour AI deployment just created 847 new service accounts, API keys, and machine credentials. Your security team discovered 312 of them three months later during an incident response. This gap between
IncidentThe Challenge A financial services organization believed they had a robust security architecture with WAFs , application-layer security controls, runtime protection, and comprehensive monitoring. Howe
GeneralYour cloud environment contains more service accounts, API keys, and bot credentials than employee logins—and most security teams can t inventory them. This shift in identity architecture fundamentall
GuidesYour team treats open source security as a solo operation. You patch your dependencies, run your scanners, and file your tickets. But when a vulnerability hits your stack, you re scrambling to underst
StandardsScope This guide outlines the technical controls and verification steps your team needs when using packages from NuGet , npm , and similar public repositories. It includes detection methods, repositor
GeneralThe Conventional Wisdom Security vendors often push AI-powered tools, claiming you need dedicated Non-Human Identity (NHI) management because machine identities are proliferating rapidly. They argue t
StandardsLast month, an AI system identified twelve zero-day vulnerabilities in OpenSSL—ten assigned CVE-2025 identifiers and two CVE-2026 identifiers. Five of those findings came with AI-proposed patches that
IncidentAttack Overview Attackers have targeted government and public-sector organizations by exploiting OAuth 2.0 s error handling mechanisms. The attack began with phishing emails containing malicious links
StandardsWhen OpenClaw patched the ClawJacked vulnerability within 24 hours of disclosure, they acted swiftly. If you re running AI agents—whether OpenClaw, AutoGPT, LangChain agents, or custom implementations
