Devtools
Semgrep Rule from Example
Show a bad code example and get a static analysis rule that finds it everywhere
Intermediate12h1
SemgrepLLMNode.js
17/20Generate missing unit tests for the code changed in a PR.
Build Unit Tests from Diffs for developers in ~16h with 1–2 people. Stack: LLM + Node.js + Vitest.
Why it wins: Practical AI coding assistant.
| Tech | Role | |
|---|---|---|
| LLM | Language model | AI |
| Node.js | Backend runtime | Backend |
| Vitest | Tooling | Tool |
Devtools
Show a bad code example and get a static analysis rule that finds it everywhere
Devtools
Catch quality drops when prompts or models change
Devtools
Score each PR for risk so reviewers focus where it matters