AI Code Validator powered by IBM Bob
Catch what AI misses ā before it ships.
AI tools generate fast code ā but they do not understand your repository conventions, architecture, utilities, or performance standards.
AI imports axios while your repository uses fetch. This creates inconsistency and unnecessary dependencies.
snake_case mixed with camelCase becomes a code review nightmare across large teams.
Nested loops, sync blocking operations, and memory leaks slip through unnoticed.
Validate, analyze, and automatically fix AI-generated code using real repository patterns and CI/CD integration.
Detects imports not used anywhere in your repository and recommends the correct internal standard automatically.
Analyzes repository-wide naming conventions and flags every non-conforming identifier generated by AI.
Compares AI code against repository error-handling scores and injects missing try-catch patterns.
Prevents AI from reinventing existing utilities and suggests importing already available functions.
Detects nested loops, sync blocking operations, missing awaits, and memory leak risks automatically.
Automatically rewrites AI-generated code into repository-compliant production-ready code in one command.
Automatically validates every pull request, comments detailed findings on PRs, and blocks merges when HIGH severity issues are detected.
Five categories of violations identified instantly during pull requests and local development.
DebugLens transforms AI-generated snippets into repository-compliant production-ready code automatically.
const axios = require('axios');
async function create_new_user(user_data) {
const response = await axios.post('/users', user_data);
return response.data;
}
const { handleError } = require('./utils');
async function createNewUser(userData) {
try {
const response = await fetch('/users', {
method: 'POST',
body: JSON.stringify(userData)
});
return await response.json();
} catch(error) {
return handleError(error);
}
}
Automatically validate every pull request, comment issues directly on GitHub, and block unsafe merges.
name: DebugLens Validation
on:
pull_request:
jobs:
validate:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Setup Node.js
uses: actions/setup-node@v4
with:
node-version: 18
- name: Install dependencies
run: npm install
- name: Run validation on changed JS files
run: |
node test-validation.js
- name: Comment validation results
uses: actions/github-script@v7
- name: Fail on HIGH severity issues
run: |
if grep -q "HIGH" results.txt; then
exit 1
fi
Built not just as a demo ā but as a realistic developer productivity and AI governance tool.
Saves roughly 30 minutes per pull request review cycle by catching repository mismatches instantly.
Validation completes in under 2 seconds directly inside IBM Bob or GitHub Actions.
Stops inconsistent AI-generated code before it reaches production repositories.