Sonicwell

Engineering Blog

Insights from our team on AI, DevOps, security, and modern software development.

AI

The State of AI Code Review in 2026

How machine learning models are transforming the way teams catch bugs, enforce standards, and ship secure code faster than ever before.

Oct 15, 2026 8 min
DevOps

A Complete Guide to DevOps Automation with AI

From CI/CD pipeline generation to intelligent rollback decisions — learn how AI is reshaping the DevOps landscape for modern engineering teams.

Oct 8, 2026 12 min
Security

Shift-Left Security: Why It Matters More Than Ever

Supply chain attacks are on the rise. Here's how to integrate security scanning into every stage of your development pipeline.

Sep 28, 2026 6 min
Testing

5 Automated Testing Strategies That Actually Work

Stop writing tests manually. Our AI-powered testing platform generated 2M+ test cases last month. Here's what we learned.

Sep 15, 2026 10 min
Cloud

Cloud Cost Optimization: Save 40% Without Sacrificing Performance

Predictive autoscaling, resource rightsizing, and spot instance strategies that our customers use to dramatically cut cloud spend.

Sep 5, 2026 7 min