Johnny Gu

Detect unfinished code, empty tests, and swallowed errors in AI-generated diffs using structural analysis.

Generates a risk-aware dependency upgrade plan by analyzing lockfile graphs and transitive blast radius.

Cluster and rank CI test failures by root cause to find the one bug breaking your entire build.

Convert Markdown manuscripts into Amazon KDP-ready .docx files with perfect margins and Kindle navigation.