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100-Challenge Roadmap
💬 AI Prompting
From basic prompts to production systems. Progression: Techniques → Automation → Agents → Deployment.
🛠️The 2026 Tech Stack
| Category | Standard / Best Practice |
|---|---|
| Models | GPT-4o, Claude 3.5, Gemini 1.5 Pro |
| Frameworks | LangChain, LlamaIndex, Vercel AI SDK |
| Automation | n8n, Zapier, Make |
| Evaluation | RAGAS, LangSmith, Braintrust |
🟩 Phase 1: The Operator (Challenges 1–20)
Focus: Core prompting techniques — few-shot, roleplay, constraints, templates.
🟩 Phase 2: The Automator (Challenges 21–50)
Focus: Multi-step chains, classification, document synthesis, workflow automation.
🟦 Phase 3: The Architect (Challenges 51–100)
Focus: Custom GPTs, agents, evaluation, memory, and production deployment.