A mobile-first platform that monitors the AI model ecosystem in real time and scans GitHub repositories for ML best-practice issues. Track model releases, assess repo health, and get actionable recommendations.
From model tracking to actionable recommendations.
Everything you need to stay ahead of the model ecosystem.
Live feed of AI model events across 10+ curated organizations. Track releases, updates, deprecations, and security advisories.
OAuth-based repo connection with AES-256-GCM token encryption. Scan repositories for ML best-practice compliance.
Automated A-F grading for repository health covering reproducibility, security, performance, and compliance.
Curated catalog of 29+ models across 12 providers including Gemini, DeepSeek, OpenAI, Llama, Qwen, and more.
Event-driven alerts for model updates, license changes, and security vulnerabilities relevant to your repositories.
10 YAML-based rules covering reproducibility, security, performance, and compliance with extensible architecture.
Built with a React Native frontend and Express.js backend, powered by PostgreSQL and real-time data pipelines.
class BuildMapper {
/** Scan repos for ML best practices. */
async scanRepository(repo) {
// Detect models & frameworks
const buildMap = await this.analyze(repo);
// Apply rule engine
const grade = this.ruleEngine.evaluate(
buildMap, { rules: 'all' }
);
// Generate recommendations
return this.advisor.recommend(grade);
}
}Upcoming features and improvements.
HuggingFace polling, event classification, and curated organization tracking.
GitHub repo scanning with A-F grading and rule engine evaluation.
Real-time alerts for model updates and security advisories.
Shared workspaces and team-level repo scanning with role-based access.
NeoPlus keeps you informed about model releases and repo health.