Posts

Why green tests stopped meaning shipped

Why green tests aren't enough for AI systems. Learn how evals catch behavioral regressions that unit tests miss.

So You Want to Refactor Code with an Agentic Developer

Learn how agentic developers automate large-scale code refactors, reducing migration costs, engineering overhead, and delivery risk.

Feature-Flagging a Major Design System Upgrade

Shipping a major mobile redesign without stopping releases: adapters, build flags, and parallel design systems.

Being An Intern In The Age Of AI

What it’s like starting a software engineering career in the age of AI coding tools, code review, and agentic development.

Turning Wearable Noise Into Clinical Signal

Explore how we process wearable health data into personalized, explainable insights for clinical decision support.

From Signal to Solution

What if user feedback could become a working prototype automatically? Inside our AI-powered Feedback Builder.

Teaching Our Merge Requests to Teach Back

How to improve AI code reviews: turn merge requests into learning tools with context, patterns, and engineering decisions.

Streamlining Dependency Updates using RenovateBot

Outdated dependencies piling up? See how we automated updates across dozens of repos.

Using Nitro for Terraform deprecations

Use Nitro in Linear to automate repetitive Terraform updates and generate PRs instantly at scale.

How PMs Use Nitro for Small Code Changes

Nitro empowers PMs to ship changes faster, reduce overhead, and collaborate without interrupting dev teams.

Human First, AI Empowered - How’s it going?

Team GSD - Year 1 Reflection: Unlocking Operational Velocity

Team GSD scaled AI and automation across real workflows, improving operational velocity across multiple departments. Here’s how they did it.