ai-validation

AI Rule-Constricted Orchestrated System

MCP design system validator for agentic coding. Detects design drift in agent-built UI.

AI-powered web app predicting student performance using ML. Analyzes study habits, sleep, scores. Features dual AI models with smart validation.

Structural bioinformatics tool to validate AI generated biomolecular complex structures.

MCP design system validator for agentic coding. Detects design drift in agent-built UI.

Agentic workflows that generate audit-ready validation evidence for AI systems in GxP environments — aligned with EU Annex 22 and GAMP 5. Compliance decisions stay with your QA.

Fractal System Model (FSM) Framework - Universal Emergence Theory Patterns

Claude Code plugin for AI peer review validation using Google Gemini CLI. Two AI perspectives catch more issues than one.

Infrastructure for safely using OpenMC with LLMs

Catch AI code mistakes before they ship — 50+ checks for hallucinated APIs, stub functions, hardcoded secrets, and SQL injection. SARIF output for GitHub Code Scanning.

Validate AI output against rules you declare. Catches invented numbers, bad citations, and placeholder text that schema validation misses.

ARZY-G — the world’s first token born from AI-verified usefulness. Open-source protocol, Chainlink-powered validation, and fair minting standard by Arzykul Muratov.

A Laravel package for AI-based data coherence validation in you Eloquent Models

While standard Reinforcement Learning environments (like Gymnasium or Atari) rely on stochasticity (randomness) to test generalization, UOF-BV provides a 100% deterministic "Frozen State" environment. It is built to mathematically prove if an agent truly understands a rule set, or if it is simply hallucinating a solution.

🚀 AI Validation Agent for Mainframe Modernization | Microsoft Agents League Hackathon 2026 | 🧠 Reasoning Agents + 💡 Foundry IQ

🌍 Circular Economy Ideas Evaluator - This Project was developed as part of the AI EarthHack competition GenAI competition: https://www.genaicompetition.com/

AI Foundations repository defining when AI-generated answers, research-agent outputs, and public knowledge claims may cross from claim to knowledge through intact source, method, validation, uncertainty, and responsibility.

Human-in-the-Loop workflow blueprints using n8n — generic HITL patterns for AI pipelines, metadata review, and business automation

AI-driven AWS infrastructure validation with Terraform, GitHub OIDC, Remote State, monitoring, fault testing, and cleanup.

A prompt skill that teaches AI models to say "I don't know" and Stop your AI from guessing confidently. A validated prompt skill for honest, calibrated responses.