Every AI Agent Tool. Scored for Autonomy.
The DAF Directory catalogs and scores every AI coding agent, framework, and tool on a single 0-5 Dark Factory Scale — from basic autocomplete to fully autonomous production.
Top Dark Factory Scores
The tools pushing closest to Level 5 autonomous production.
Browse by Category
Code Generation
AI tools that write code from prompts or specs
Testing & QA
Automated test generation, test running, coverage analysis
DevOps & CI/CD
Deployment, infrastructure, monitoring automation
Code Review
Automated code review, PR analysis, refactoring
Debugging
Error detection, root cause analysis, auto-fix
Full-Stack Agents
End-to-end development agents that handle multiple tasks
IDE Extensions
In-editor AI assistants and copilots
Agent Frameworks
SDKs and frameworks for building AI agents
Orchestration
Multi-agent coordination and workflow management
Documentation
Auto-generated docs, API references, READMEs
Security
Vulnerability scanning, security auditing, compliance
Database & Data
Schema generation, migration, query optimization
What is the Dark Factory Score?
Every tool is evaluated across five weighted dimensions — autonomy, code quality, integration, self-correction, and scope — then mapped to a 0-5 scale inspired by manufacturing autonomy levels. A score of 5 means fully autonomous, “lights-out” production.
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