Expert perspectives on application security, compliance, and emerging threats
GeneralScope - What This Guide Covers This guide addresses the security implications of AI-powered development assistants that execute code directly on developer workstations. It focuses on: Prompt injection
IncidentWhat Happened In late 2024, Truffle Security discovered 2,863 live Google Cloud API keys exposed in public repositories. These weren t stolen credentials or phishing victims—they were legitimate billi
StandardsThe security profile of API keys has shifted dramatically. Researchers at TruffleHog discovered over 2,800 live Google API keys publicly exposed in code repositories—keys that now grant access to Goog
StandardsIf your organization is deploying federated learning systems, you re already dealing with a core privacy challenge: training models on distributed data without centralizing that data. But protecting t
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StandardsScope - What This Guide Covers This guide focuses on implementing security for React Native applications using resources from the OWASP Mobile Application Security (MAS) project. It provides specific
StandardsYour IAM system was designed for humans and services with predictable behavior. AI agents break that model. According to a 2025 SailPoint survey, 80% of organizations using AI agents have observed the
StandardsConfluent s February 26 announcement of Agent2Agent (A2A) protocol support, multivariate anomaly detection, and Queues for Kafka (KIP-932) marks a significant shift in how you need to architect event
GeneralThe conventional wisdom : When AI coding agents don t boost productivity, teams often think they need a smarter model. They consider waiting for GPT-5, switching to Claude Opus, or fine-tuning on prop
GeneralYour security team just approved an AI coding assistant for your engineering team. Within days, developers are using it to refactor authentication logic, query production databases, and push code chan
StandardsThe Challenge Your organization relies on machines communicating with each other. Service accounts authenticate to cloud platforms, API keys authorize CI/CD pipelines, and OAuth tokens connect microse
GeneralYour DevSecOps team has built robust approval gates, security reviews, and change management processes assuming humans make the decisions. Now, AI agents are shipping code, modifying infrastructure, a
Vendor NewsThe Challenge of AI-Generated Code Your team is using AI coding assistants to accelerate development, but this introduces a new challenge: how do you secure AI-generated code? Should you rely on tradi
GuidesYour team may have adopted tools like GitHub Copilot or Claude to accelerate development. While management appreciates the increased productivity, and developers enjoy bypassing repetitive tasks, secu
StandardsYour developers are using AI to write code. Your security team scans containers and dependencies. But when someone asks, What AI models are running in production? — silence. Here s what the data shows
ResearchThe Decision You Face Your organization needs a new identity and access management (IAM) system. You re evaluating options: should you adopt an open source IAM platform that you ll need to operate and
StandardsThe SAIL Framework v1.0 launched in June 2025 with ambitious guidance for AI security governance. Six months later, the picture is clear: organizations struggle to translate framework phases into enfo
