Products from the Factory
Production-grade software built by AI agents, validated by humans
AdaptiveTest
AI-Powered Adaptive Testing for K-12 Education
AdaptiveTest is an AI-powered adaptive testing platform for K-12 education. It combines Item Response Theory algorithms with Claude AI to deliver personalized assessments that adapt to each student in real time. Teachers describe what they need, and AI generates standards-aligned test questions in 5 seconds. The platform integrates with school systems through OneRoster (SIS), LTI 1.3 (LMS), and QTI 3.0 (question standards). It's FERPA-aligned, handles real payments through Stripe, and runs on production infrastructure with 660+ automated tests and real-time error monitoring.
AI Question Generator
Teachers describe what they need. AI generates standards-aligned questions in 5 seconds.
Adaptive Engine
Item Response Theory selects the next question based on student ability in real-time.
AI Learning Recommendations
Analyzes results and generates personalized next steps for every student.
DAF Directory
AI Agent Tools Directory
A curated directory of AI agent tools rated by the Dark Factory Score (0-5). Each tool is analyzed by AI across five dimensions: autonomy, code quality, integration, self-correction, and project complexity. Browse, search, and compare tools to find the right fit for your AI-native workflow. Includes Clerk auth, Stripe billing (Free / Pro / Enterprise), and a submission pipeline for new tools.
DAF Benchmark
Score any GitHub repo on AI readiness using the Dark Factory Score. Analyzes context readiness, test infrastructure, architecture clarity, automation maturity, and AI integration. Includes GitHub App integration, PR checks, and team dashboards.
DAF Academy
AI-powered adaptive learning that teaches developers to work effectively with AI at increasing levels of project complexity. Personalized lessons, practice challenges, and feedback across 6 skill domains and 5 complexity tiers.
AdaptiveTest Skills
Adaptive assessments measuring developer AI proficiency across 6 skill domains. Produces a Dark Factory Score (0-5) for individuals and teams. AI generates questions, adapts difficulty in real time, and delivers personalized recommendations.