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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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Vulnerability Analysis

What Are Parameterized Queries

Parameterized queries stop SQL injection by binding user input as data instead of parsing it as SQL — here's how they work, and where they still fail.

Jan 28, 20266 min read
Regulatory Compliance

Django SECRET_KEY exposure and settings.py secret managem...

A Django SECRET_KEY exposure can silently unravel session security, CSRF protection, and signed tokens. Here's how to find, fix, and prevent it for good.

Jan 28, 20268 min read
Incident Analysis

Rspack npm Account Takeover: 2024 Incident Analysis

Compromised npm tokens pushed crypto-miner versions of @rspack/core and @rspack/cli in December 2024. Timeline, payload, and what downstream teams missed.

Jan 28, 20267 min read
AI Security

Griffin AI vs AI21 Jurassic for Security Workflows

Jan 27, 20267 min read
AI Security

Cache Hit Optimisation: Griffin AI vs Mythos

Prompt caching and engine memoisation combine to make Griffin AI scans repeat-cheap. Pure-LLM tools recompute the same reasoning on every run.

Jan 27, 20266 min read
Best Practices

What is the Principle of Least Functionality

The principle of least functionality (NIST CM-7) means shipping only the ports, services, and code a system needs—nothing extra "just in case."

Jan 27, 20267 min read
Cloud Security

Azure DevOps Supply Chain Hardening Guide

A senior engineer's 2026 playbook for hardening Azure DevOps against the supply chain attacks that actually happen: extensions, service connections, and template injection.

Jan 27, 20267 min read
Containers

Container Security Solutions vs Platforms: What You're Actually Buying

Container security solutions and container security platforms get marketed almost interchangeably — here's the actual difference in scope and what each one leaves you to build yourself.

Jan 27, 20265 min read
DevSecOps

DevOps Pipeline Tools: A Buyer's Map by Stage

DevOps pipeline tools cluster around six stages of the software lifecycle — mapping a shortlist to the stage it actually serves prevents the most common buying mistake: overlap without coverage.

Jan 27, 20265 min read
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