Deep dives, practical guides, and incident analyses from engineers who build Safeguard. No fluff, no vendor FUD — just what you need to ship secure software.
AI now writes a large share of the code shipping to production, and it reproduces the same insecure patterns humans do — at machine speed. Here is how to keep AI-authored code from becoming your next incident.
OpenAI's Daybreak and Anthropic's Mythos both bet that frontier models can find and fix vulnerabilities at scale. The discovery race is real — but the bottleneck, the cost curve, and the winning strategy all point the same direction: be model-agnostic.
OpenAI's Patch the Planet, co-founded with Trail of Bits, wants to move widely-used open-source projects from findings to fixes. The ambition is right — but it shifts the bottleneck to maintainer review, patch provenance, and the trust of machine-authored code.
Daybreak is the most complete attempt yet to turn a frontier model into a vulnerability-finding-and-fixing system. We break down what it gets right, where the verification and economics still bite, and how it fits alongside a purpose-built engine.
A Claude Code skill is a folder of Markdown instructions and scripts that an AI agent loads on demand. Because it can carry executable code, it deserves the same review as any dependency.
AI coding assistants like Claude Code and Copilot introduce new supply chain risks. Here's what's actually going wrong and how to secure your pipeline.
From hidden text in resumes to poisoned web pages that hijack AI browsing agents, prompt injection has moved from research demos to real incidents. Here are the patterns and what actually blunts them.
OpenAI's Daybreak ships a permissive, offensive-capable model behind a tiered Trusted Access program and a wave of government partnerships. Here's what model-risk, procurement, and security-policy teams should demand before they rely on it.
The CyberGym leaderboard shows the lead in AI vulnerability discovery moving to multi-agent orchestration, not raw model scale. Here is what that means for security teams betting on agentic AI.
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