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Aura, an LLM coding harness that dogfooded itself
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ConfusedData89
3019d ago
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JSON AST > Clojure
4 starsClojure
Local LLM code-generation with Gemma 4 e2B via JSON AST to Clojure
by vegnus·May 19, 2026·22 points·0 comments
AI Analysis
●●SolidBig BrainNiche Gem
JSON AST validation pipeline beats asking small models to write source directly.
Strengths
- •Constrained JSON AST output with Malli and JSON Schema validation prevents hallucinated code.
- •SQLite logging captures all generation attempts, repairs, and execution traces for debugging.
- •Two distinct output paths: business logic functions and safe Java Swing GUI generation.
Weaknesses
- •Extremely niche audience—Clojure devs wanting local LLM code gen is a tiny intersection.
- •Heavy setup burden: llama.cpp, GGUF models, specific binary paths before anything works.
Category
Target Audience
Clojure developers interested in local LLM code generation
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