| Patterns | Agent Memory Retrieval Starter | GitHub folder | starter | active notes, working memory, retrieval inputs, and durable artifacts |
| Patterns | Prompt Cache Agent Starter | GitHub folder | starter | stable prompt prefixes, dynamic memory boundaries, cache reads, cache writes, and tiny cost/latency comparisons |
| Systems | Weather MCP Server Starter | GitHub folder | starter | request validation and protocol-facing tool boundaries |
| Ecosystem | LangGraph Starter | GitHub folder | starter | a minimal graph-shaped plan, route, synthesize flow |
| Case Studies | Deep Research Agent Starter | GitHub folder | starter | planning, evidence collection, and citation-aware synthesis |
| Case Studies | Customer Support Email Agent Starter | GitHub folder | starter | email triage, local policy grounding, and safe reply drafting |