System Security

AI Code Triples Workloads and Creates Massive Risk
AI & Trends AI Code Triples Workloads and Creates Massive Risk

The very tools heralded as the solution to developer burnout and project backlogs are now quietly creating a maintenance crisis of unprecedented scale for engineering teams globally. Artificial intelligence, once seen as a pure accelerator, has introduced a paradox into the software development

Review of AI Code Sandboxes
AI & Trends Review of AI Code Sandboxes

The autonomous capabilities of AI agents to write and execute their own code represent a monumental leap in software development, yet this power introduces a profound and immediate security dilemma for any organization deploying them. Running code generated by a Large Language Model directly on

Prioritize Skills Over Tools for Cloud Security
Testing & Security Prioritize Skills Over Tools for Cloud Security

The Growing Disconnect in Cloud Defense Strategies In the race to innovate, organizations are pouring millions into advanced cloud security platforms, hoping to buy their way to a breach-proof infrastructure. Consider a fictitious but all-too-common scenario: a fast-growing SaaS provider,

Can Poisoning Your Own Data Secure Your AI?
Testing & Security Can Poisoning Your Own Data Secure Your AI?

In the high-stakes world of artificial intelligence development, the proprietary data that constitutes a company's competitive edge has also become its most significant vulnerability, prompting an entirely new and counterintuitive defense strategy. Researchers are now proposing a method that

Review of Anthropic Cowork
AI & Trends Review of Anthropic Cowork

Is Anthropic Cowork the AI Teammate Your Business Needs? The long-promised revolution of artificial intelligence fully embedded within the enterprise operational fabric has often felt just out of reach, but Anthropic's latest feature aims to close that gap decisively. As businesses seek to move

How Did an AI Find Seven Critical Flaws in Coolify?
Testing & Security How Did an AI Find Seven Critical Flaws in Coolify?

A popular, self-hosted platform trusted by a global community of developers concealed seven critical security vulnerabilities, not uncovered by extensive community review, but systematically exposed by an artificial intelligence designed to think like an attacker. This real-world assessment moves

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