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Supply Chain Security, in plain English.

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.

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AI Security

How Copilot Autofix generates AI-powered vulnerability fi...

Copilot Autofix pairs CodeQL with an LLM to patch code-scanning alerts up to 3x faster. Here's how it works, its limits, and where supply chain risk still slips through.

Jul 2, 20267 min read
AI Security

AI Agent Tool-Use Security: Locking Down What Agents Can Do

The moment you give an LLM tools, it stops being a chatbot and becomes an actor in your systems. Tool-use security is about making sure a compromised agent hits a wall instead of a credential.

Jul 1, 20266 min read
DevSecOps

CI/CD Pipeline Security Best Practices for 2026

Your build pipeline is production-adjacent infrastructure with credentials to everything. Here are the CI/CD security practices — mapped to the OWASP Top 10 CI/CD risks — that actually close the gaps attackers use.

Jul 1, 20265 min read
Container Security

Docker Image Security Best Practices

Every Docker layer you ship is attack surface you have to defend. Learn how to build lean, non-root, secret-free images that survive a registry scan and a real audit.

Jul 1, 20265 min read
Security Guides

Flask Security Best Practices for 2026

Flask is minimal by design, which means the security decisions Django makes for you are decisions you own. Here is how to make them correctly.

Jul 1, 20265 min read
Concepts

What Is Software Composition Analysis (SCA)?

Software Composition Analysis (SCA) identifies the open source and third-party components in your code, then flags their known vulnerabilities and license risks. Here's how SCA works and what separates modern tools from legacy scanners.

Jul 1, 20266 min read
Security Guides

C# Secure Coding Guide: Patterns That Prevent Real Bugs

A hands-on C# secure coding guide covering input validation, safe APIs, path traversal, injection, and the language-level patterns that keep vulnerabilities out of your code.

Jul 1, 20266 min read
Vulnerability Guides

What Is XXE (XML External Entity Injection)?

XXE abuses an XML parser's ability to load external entities to read local files, reach internal services, or knock a server offline. Here is how to stop it.

Jul 1, 20265 min read
Vulnerability Guides

Cross-Site Scripting (XSS): A Prevention Guide

XSS lets an attacker run their JavaScript in your users' browsers — stealing sessions, rewriting pages, and pivoting to account takeover. This guide covers the three XSS types and the defenses that actually hold.

Jul 1, 20265 min read
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