ai-native-development

SKILL.md

AI-Native Development focuses on building applications where AI is a first-class citizen, not an afterthought. This skill provides comprehensive patterns for integrating LLMs, implementing RAG (Retrieval-Augmented Generation), using vector databases, building agentic workflows, and optimizing AI application performance and cost.

Traditional software is deterministic; AI-native applications are probabilistic:

Embeddings are vector representations of text that capture semantic meaning. Similar concepts have similar vectors.

Build AI-first applications with RAG pipelines, embeddings, vector databases, agentic workflows, and LLM integration. Master prompt engineering, function calling, streaming responses, and cost optimization for 2025+ AI development. Source: ariegoldkin/ai-agent-hub.

View raw