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Proof of concept for using LLMs to generate an application by following a recursive graph decomposition of the application's architecture.
1 starsPython
Plan-Graph based code generation with LLMs
by ag_rin·May 16, 2026·2 points·0 comments
AI Analysis
●MidShip ItBold Bet
Graph decomposition for LLM code gen, but takes an hour for a calculator app.
Strengths
- •Recursive graph decomposition avoids whole-project context overload for LLMs.
- •Structured guardrails with deterministic tooling is the right architectural instinct.
Weaknesses
- •Token-inefficient: over an hour runtime for a 5-component calculator app.
- •Raw scaffolding, 0 stars, author admits it's just a research experiment.
Category
Target Audience
Developers experimenting with LLM code generation workflows
Similar To
Cursor · Continue · Aider
Post Description
Creates a implementation plan using a graph of components instead of markdown docs and then implements each component in a loop before connecting them. My target was to figure out how to make LLM code more maintainable and a computation graph seemed to be the way. What do you think, any merit to the idea and has anyone tried a similar path?
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