{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "amitshekhariitbhu/ai-system-design",
 "name": "ai-system-design",
 "owner": "amitshekhariitbhu",
 "slug": "amitshekhariitbhu-ai-system-design",
 "github": "https://github.com/amitshekhariitbhu/ai-system-design",
 "what": "A Markdown guide that teaches AI system design step by step, covering LLM inference, RAG, AI agents, MCP, guardrails, evaluation, and interview preparation.",
 "why": "",
 "language": "Markdown",
 "requirements": [
  "A web browser to open the README at https://github.com/amitshekhariitbhu/ai-system-design",
  "Basic familiarity with software system design concepts such as caching, load balancing, and queues",
  "A practice problem to design, such as a document Q&A assistant or a customer support agent"
 ],
 "audience_note": "Aimed at engineers who want to become AI, LLM, or ML engineers and need to learn how to design AI systems or prepare for AI system design interviews.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Research",
 "url": "https://dedupedai.com/use-cases/amitshekhariitbhu-ai-system-design/",
 "use_case_count": 4,
 "use_cases": [
  {
   "id": "amitshekhariitbhu-ai-system-design--prepare-for-ai-system-design-interview",
   "title": "Prepare for an AI system design interview",
   "best": true,
   "url": "https://dedupedai.com/use-cases/amitshekhariitbhu-ai-system-design/prepare-for-ai-system-design-interview/",
   "json": "https://dedupedai.com/use-cases/u/amitshekhariitbhu-ai-system-design/prepare-for-ai-system-design-interview.json"
  },
  {
   "id": "amitshekhariitbhu-ai-system-design--plan-rag-document-qa-architecture",
   "title": "Plan a RAG architecture for document Q&A",
   "best": false,
   "url": "https://dedupedai.com/use-cases/amitshekhariitbhu-ai-system-design/plan-rag-document-qa-architecture/",
   "json": "https://dedupedai.com/use-cases/u/amitshekhariitbhu-ai-system-design/plan-rag-document-qa-architecture.json"
  },
  {
   "id": "amitshekhariitbhu-ai-system-design--design-ai-agent-with-tools-and-memory",
   "title": "Design an AI agent with tools and memory",
   "best": false,
   "url": "https://dedupedai.com/use-cases/amitshekhariitbhu-ai-system-design/design-ai-agent-with-tools-and-memory/",
   "json": "https://dedupedai.com/use-cases/u/amitshekhariitbhu-ai-system-design/design-ai-agent-with-tools-and-memory.json"
  },
  {
   "id": "amitshekhariitbhu-ai-system-design--estimate-llm-feature-cost-and-gpus",
   "title": "Estimate tokens, GPUs, and cost for an LLM feature",
   "best": false,
   "url": "https://dedupedai.com/use-cases/amitshekhariitbhu-ai-system-design/estimate-llm-feature-cost-and-gpus/",
   "json": "https://dedupedai.com/use-cases/u/amitshekhariitbhu-ai-system-design/estimate-llm-feature-cost-and-gpus.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}