llm-application-dev
๐Pluginwshobson/agents
|LLM Application Dev is a Claude Code plugin from the wshobson/agents marketplace for building production-ready LLM applications, advanced RAG systems, and intelligent agents with modern AI patterns.
Overview
LLM Application Dev is a Claude Code plugin from the wshobson/agents marketplace for building production-ready LLM applications, advanced RAG systems, and intelligent agents with modern AI patterns. Updated to version 2.0 with LangGraph integration, it includes three specialized agents (AI engineer, prompt engineer, and vector database engineer) along with eight skills covering LangGraph architecture, RAG implementation, evaluation, prompt engineering, embeddings, and hybrid search.
Key Features
- LangGraph-Based Agent Development: Build agent workflows using LangGraph StateGraph patterns with memory, tool use, and durable execution via checkpointers, replacing deprecated LangChain patterns
- Production RAG Systems: Implement retrieval-augmented generation with hybrid search (vector + keyword fusion), reranking, and optimized chunking strategies
- Vector Database Engineering: Expert guidance for Pinecone, Qdrant, Weaviate, Milvus, and pgvector with HNSW, IVF, and Product Quantization index optimization
- Prompt Engineering: Advanced techniques including chain-of-thought, few-shot learning, constitutional AI, structured outputs with Pydantic, and model-specific optimization for Claude and GPT models
- Embedding Strategy Optimization: Guidance on Voyage AI, OpenAI, and open-source embedding model selection with performance tuning
- LLM Evaluation Frameworks: Tools and patterns for evaluating LLM application quality, accuracy, and reliability
- Interactive Commands: Three commands for creating LangGraph agents, building AI assistants, and optimizing prompts for production
Who is this for?
AI engineers and developers building LLM-powered applications who need expert guidance on RAG architectures, agent workflows with LangGraph, vector search optimization, and prompt engineering best practices.
Part of
wshobson-agents
Installation
/plugin marketplace add wshobson/agents/plugin install llm-application-dev@claude-code-workflowsMore from this repository10
Comprehensive Claude Code plugin collection with 112 AI agents, 146 skills, and 73 focused plugins covering full-stack development, security, infrastructure, and multi-agent orchestration.
A specialized agent skill for advanced TypeScript type system patterns, part of the wshobson/agents plugin marketplace with 146 skills across 73 plugins for Claude Code.
Agent skill for Node.js backend development patterns including API design, architecture, and microservices, part of the wshobson/agents collection with 73 focused plugins and 146 skills for Claude Code.
Claude Code plugin for AI-powered framework migration workflows, coordinating specialized agents to plan and execute transitions between technology stacks as part of the wshobson/agents marketplace.
A Claude Code plugin for payment system integration covering Stripe, PayPal, and billing platforms with checkout flows, subscription management, and webhook handling in the wshobson/agents ecosystem.
A Claude Code plugin bundling core development tools and agents for everyday tasks like debugging and code generation, part of the wshobson/agents marketplace with 73 focused plugins.
Claude Code plugin for observability and monitoring including logging, metrics, distributed tracing, and alerting, part of the wshobson/agents marketplace with 73 focused plugins.
A Claude Code plugin providing specialized AI agents for deployment strategy planning and execution, covering blue-green deployments, canary releases, rolling updates, and zero-downtime patterns.
A Claude Code plugin for rapid API project scaffolding, part of the wshobson/agents marketplace with 73 focused plugins, 112 specialized agents, and 146 agent skills.
Claude Code plugin for JVM language development including Java, Kotlin, and Scala with specialized agents for idiomatic patterns, build tools, and runtime optimization in the wshobson/agents marketplace.