Neural Blog

Engineering Insights

The Neural Blog

Practical guides on tech debt, legacy modernization, production bugs, and building real AI — written by engineers who do this every day.

Tech Debt

What Is Tech Debt and How Do You Actually Fix It?

June 2026  ·  6 min read

Tech debt isn't just messy code. It's a compounding tax on every feature you ship. Here's how to find it, measure it, and pay it down without stopping your team.

Modernization

How to Modernize a Legacy System Without Stopping Your Team

June 2026  ·  7 min read

A full rewrite is rarely the answer. Here are the three migration patterns experienced teams use to modernize while keeping the product shipping.

Bug Fixing

A Faster Way to Triage and Fix Production Bugs

June 2026  ·  5 min read

When production breaks, speed matters — but panic makes things worse. This triage framework helps teams isolate, fix, and learn from bugs without compounding the damage.