AIMasterz guides

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I want to build useful AI systems.

AI tools, agents, context, integrations, evals, and cost.

Free12 min · Primer

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The Operator's Mental Model of AI

What LLMs are, what they are bad at, and why hallucinations happen.

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Free11 min · Handbook

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Prompting Like a Pro

Roles, examples, structured output, and chains.

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Free9 min · Handbook

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Working with Claude

Projects, Artifacts, daily-driver workflows, and API graduation.

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Free54 min · 30 days

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Business Process Automation with Claude

Skills, chains, approval gates, and the first running system.

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Free11 min · Field guide

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Designing AI Agents

Multi-step, tool-using, autonomous systems.

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Free9 min · Field guide

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The Context Layer

RAG, memory, and knowledge bases for grounded answers.

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Free8 min · Handbook

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MCP and Integrations

Connectors, scoping, auth, and the security story.

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Free9 min · Field guide

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Evaluating AI Systems

Testing, scoring, regression, and evidence.

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Free8 min · Handbook

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AI Cost and Performance Engineering

Model selection, caching, batching, and the bill.

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Paid · v1$49 one-time

Turn an AI idea into a testable 30-day build plan.

AI Builder Companion Pack v1

Seven editable working tools for scoping, grounding, safeguarding, evaluating, and costing one AI project.

The free guides remain free and teach the concepts. This paid pack adds editable project tools for applying them to your own build; it does not charge for the free guides.

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The pack adds

  • Project brief
  • Prompt specification
  • RAG readiness checklist
  • AI safety checklist
  • Evaluation scorecard
  • Cost worksheet
  • 30-day implementation plan

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AI Guides Library — AIMasterz