Pikinfra: Revolutionizing Infrastructure Selection with Structured Input and LLMs
infrastructure#llm📝 Blog|Analyzed: Feb 23, 2026 03:00•
Published: Feb 23, 2026 02:42
•1 min read
•Zenn ClaudeAnalysis
This article introduces Pikinfra, a novel system designed to streamline infrastructure selection by combining structured input, rule-based scoring, and Large Language Models (LLMs). This innovative approach promises to overcome the pitfalls of unstructured LLM interactions, offering a more efficient and effective way to choose the right infrastructure for your projects.
Key Takeaways
- •Pikinfra uses a three-layer design: structured input, rule-based pre-scoring, and LLM-based proposal.
- •This method addresses the limitations of simply asking an LLM for infrastructure recommendations in a free-form chat.
- •The system is structured similarly to Test-Driven Development (TDD), emphasizing structured requirements (specs) for effective LLM utilization.
Reference / Citation
View Original"The core idea is to not leave everything to LLMs but to create a framework for judgment and then pass it to the LLM."