Generate conference talk proposals (CFPs), abstracts, and presentation outlines with slide structure and timing guidance
Generate workshop agendas and hands-on curriculum for customer developer days, technical training sessions, and field engagements
MongoDB schema design advisor focusing on embed vs reference decisions, relationship modeling, and performance optimization patterns
Generate scoring rubrics and constructive feedback for hackathon submissions with fair evaluation frameworks and actionable improvement suggestions
Generate Model Context Protocol (MCP) tool servers from API descriptions, enabling AI assistants to connect to external services
Add AI capabilities to a MongoDB app including LLM summarization, structured generation, RAG pipeline with Atlas Vector Search, Voyage AI embeddings, and usage tracking with cost estimation
Self-service Atlas cluster provisioning with HTTP Digest auth, Admin API v2 client, 9-step orchestration with rollback, status polling, and DevRel attribution tracking
Always-on conventions advisor for MongoDB DevRel projects providing architecture guidance, branding rules, naming conventions, database patterns, and security best practices