Developer Tools●●●Banger
412 deterministic modules so AI agents stop hallucinating commands
LLM picks modules instead of writing code—determinism and reusability without hallucination.
Big BrainSolve My ProblemShip It
ChesterHsu
113mo ago
Back to browse
GitHub Repository
A lightweight, text-based UI wireframing schema optimized for AI coding agents and Spec-Driven Development (SDD).
16 stars
A Markdown DSL to stop AI agents from hallucinating UI code
by MegaByteMark·Mar 11, 2026·1 point·1 comment
AI Analysis
●MidShip ItNiche Gem
Markdown schema for UI specs when natural language prompts fail constantly.
Strengths
- •Deterministic structure reduces token ambiguity compared to free-form natural language prompts.
- •Integrates directly into Copilot and Cursor via standard skill instruction files.
- •Version-control friendly text format beats binary Figma files for AI context.
Weaknesses
- •Relies entirely on AI models adhering to the custom DSL without enforcement.
- •Zero tooling or linter to validate the Markdown against the schema.
Category
Target Audience
Developers using AI coding agents, Product Managers
Similar To
Cursor Rules · Prompt Engineering Libraries
Similar Projects
Developer Tools●●Solid
Stop letting AI agents hallucinate. Review plans in Markdown first
Markdown-first review gates for AI agents, but the problem (agent hallucination in code) is still nascent.
Solve My ProblemShip ItBig Brain
yeominux
103mo ago
AI/ML●●●Banger
SwarmWright, structured multi-agent AI defined in markdowns
Markdown-defined agents with enforced topology—finally structured autonomy that compliance can approve.
Big BrainSolve My ProblemShip It
ralphbarendse
4028d ago
AI/ML○Pass
A closed source engine that stops hallucinations deterministically
Marketing-heavy claims with zero auditable proof, no code, no reproducible benchmarks.
MattijsMoens
233mo ago
SaaS●Mid
Rakenne – Markdown-defined agentic workflows for structured documents
Markdown-defined workflows with agentic state management, but chat-with-LLM for documents is crowded.
Big Brain
rnc000
203mo ago
AI/ML●Mid
Named failure modes that stop AI agents from cutting corners
Named failure modes for AI agents, but it's markdown files—not an actual tool or implementation.
Big BrainNiche Gem
travisdrake
102mo ago