Stop getting stuck in "analysis paralysis." Building an AI agent is complex, right? Wrong. 🤯 We're revealing the 90/10 framework that lets you master 90% of what's needed to build a production-ready agent in 30 minutes.
We’ll talk about:
- A complete guide to the 4 core components of every AI agent: Tools (the "hands"), LLM (the "brain"), System Prompt (the "instructions"), and Memory (the "context").
- The 90/10 Rule: why you must focus on the simple 90% (like RAG and basic security) and ignore the complex 10% (like multi-agent architectures) when you start.
- A practical 50-line Python agent build using Pydantic AI and OpenRouter (to access any model like Claude Haiku).
- A 5-section template for writing the perfect System Prompt (the agent's "instruction manual").
- Plus, simple, practical strategies for the other essentials: Guardrails AI (security), Langfuse (observability), and Mem0 (long-term memory).
Keywords: AI Agents, AI Tutorial, Pydantic AI, OpenRouter, System Prompt, Langfuse, Guardrails AI, Mem0, Python, AI Development, AI Workflow
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