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#code quality

03 articles

Prompting AI for Defensive Code: Getting the Unhappy Path Right

AI coding assistants default to the happy path. Here's how to systematically prompt for input validation, error boundaries, and the failures that break production.

0degrees Team August 25, 2026

Tooling 7 min

Using AI to Review Your Own Code Before It Ships

How to use AI coding assistants as a first-pass code reviewer — prompting for real feedback on code you wrote, interpreting what it finds, and fitting it into your workflow.

0degrees Team July 14, 2026

Tooling 6 min

Refactoring with AI: A Step-by-Step Strategy for Modernizing Legacy Code

How to use AI coding assistants for safe, incremental refactoring — scoping the work, writing safety tests, reviewing generated diffs, and avoiding common pitfalls.

Josh June 19, 2026