The official JavaScript SDK for the Modzy Machine Learning Operations (MLOps) Platform.

AI model health monitor for LLM apps – runtime checks for drift, hallucination risk, latency, and JSON/format quality on any OpenAI, Anthropic, or local client.

🎯 Intelligent React codebase consultant that detects design system drift and guides AI coding agents via CLI and MCP

Phi-driven multi-agent synthesis simulation with real-time drift detection, truth scoring, and harmonic state monitoring

Perform regular drift detection on every stacks and report drifts by email

Open-source LLM drift detection — track model output consistency over time via SHA-256 hashing

Git for API shapes: traffic-inferred schema pinning and CI drift enforcement.

Detect API contract drift before it breaks downstream consumers. Bun-first CLI.

Local CLI prototype for detecting scoped conversational drift with evidence spans, persistence, freeze logic, and conservative review routing.

Smart environment drift checker for .env files — detects missing, extra, or mismatched variables, enforces type validation, and helps maintain consistent configs across environments.

Supply chain security for MCP — pin, hash, detect drift in your AI tool chains

Runtime reliability layer for AI agents. Detect drift, enforce guardrails, auto-correct — zero runtime deps. npm install @vex_dev/sdk

Your README is lying. driftmd catches it. `npx driftmd`

Open-source testing tool for Model Context Protocol (MCP) servers. Detect breaking schema changes before they reach production. Free deterministic validation with optional LLM-powered behavioral exploration. CI/CD ready with GitHub Actions support.

Real-time plan-drift watchdog for Claude Code. Keeps Claude honest to its own plan.

Safety-first PostgreSQL migration engine for Node.js — advisory locks, drift detection, checksum verification, 10 lint rules, CLI, and GitHub Action

Catch API breaking changes before your users do. Lightweight runtime API contract validation for Express.

Constrained Observation Lab: two small Vite+TypeScript demos (2D + 3D) showing how limited “slice” measurements drive prediction, drift detection, and correction. Includes Paper 1 backing artifacts (pre/post bundle) and 3D A/B mirrored traces. CC BY-NC 4.0.

Incident-prevention migration tool for PostgreSQL — CI-enforced tamper detection, schema drift checks, idempotency verification, and 30 built-in AST lint rules. Plain SQL, forward-only, DAG-aware.

Canon-and-judgment system for creative and product work