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AI Coding University

Comprehensive tutorials, guides, and resources to help you become proficient with AI coding agents.

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Learning

Core Skills for Building with AI

Learn the fundamentals of AI-powered coding to make the most out of your development workflow

Module 1

Prompting

Master effective prompting techniques to get optimal results from AI coding assistants and achieve your development goals.

Expected Time

25-30 minutes

Learning Objectives

  • Craft clear, specific prompts for coding tasks
  • Master context and instruction formatting
  • Apply iterative prompt refinement
  • Understand prompt engineering best practices for debugging
Chapter 1: Prompt Fundamentals
Caleb EomSeptember 11, 2025

Chapter 1: Prompt Fundamentals

Cline works best when your ask is specific. In this blog we review strategies to prompt Cline in an effective way.

LearnBeginners
Chapter 2: Cline Rules
Caleb EomSeptember 11, 2025

Chapter 2: Cline Rules

Learn how System Prompt Rules guide coding style, security, and workflow ensuring consistency, safety, and alignment in every task.

LearnBeginners
Chapter 3: System Prompt Fundamentals
Caleb EomSeptember 11, 2025

Chapter 3: System Prompt Fundamentals

Learn how System Prompt bridges intent and action with three pillars: Tools, System Info, and User Preferences.

LearnBeginners
Chapter 4: System Prompt Advanced
Caleb EomSeptember 11, 2025

Chapter 4: System Prompt Advanced

Learn how System Prompt Advanced handles dev tasks: explore code, make diff edits, verify with commands, and test in the browser.

LearnBeginners
Module 2

LLM Fundamentals

Understand how Large Language Models work and leverage them effectively in your development workflow.

Expected Time

30-35 minutes

Learning Objectives

  • Understand LLM code processing and generation
  • Learn model capabilities and limitations
  • Explore architectures and use cases
  • Evaluate model performance and selection criteria
Chapter 1: LLM Fundamentals
Caleb EomSeptember 16, 2025

Chapter 1: LLM Fundamentals

Learn how to choose the right LLM in Cline by understanding trade-offs in speed, cost, reasoning, and multimodality.

LearnBeginners
Chapter 2: LLM Benchmarks
Caleb EomSeptember 16, 2025

Chapter 2: LLM Benchmarks

Learn how to interpret LLM benchmarks—coding, domain, and tool-use—to match scores with your development needs.

LearnBeginners
Chapter 3: Choosing LLM for Cline
Caleb EomSeptember 16, 2025

Chapter 3: Choosing LLM for Cline

Learn to pick the best LLM in Cline by balancing speed, context, cost, and flexibility—matching models to your specific tasks

BeginnersLearn
Chapter 4: LLM Providers
Caleb EomSeptember 16, 2025

Chapter 4: LLM Providers

Explore how Cline’s model-agnostic design lets you route tasks via providers, aggregators, or local models—optimizing cost, speed & privacy.

BeginnersLearn
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Stop Adding Rules When You Need Workflows
Nick BaumannSeptember 10, 2025Guides

Stop Adding Rules When You Need Workflows

Most developers clutter their context with rules when they should build workflows. Workflows inject instructions on-demand and consume tokens only when invoked, while clinerules append to every system prompt.

Cline + LM Studio: the local coding stack with Qwen3 Coder 30B
Nick BaumannAugust 28, 2025Guides

Cline + LM Studio: the local coding stack with Qwen3 Coder 30B

For the first time, local models are powerful enough to run Cline effectively on a laptop.

How to Think about Context Engineering in Cline
Nick BaumannAugust 19, 2025Guides

How to Think about Context Engineering in Cline

The Cline Context Playbook: when to use Deep Planning, Focus Chain, Auto Compact, /smol, /newtask, and Memory Bank

How to use Cline from Cursor or Windsurf
Nick BaumannJuly 8, 2025Guides

How to use Cline from Cursor or Windsurf

Whether it be an Anthropic API key or using the Cline provider for inference, you can expect to pay what the provider charges for their inference, and none more. Cline doesn't charge any platform fees.

How I Learned to Stop Course-Correcting and Start Using Message Checkpoints
Nick BaumannJuly 2, 2025Insights

How I Learned to Stop Course-Correcting and Start Using Message Checkpoints

Why hitting the reset button will actually save you time instead of fighting an upstream context current.

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Additional Resources

Cline Guides Hub

Step-by-step tutorials and practical guides to get you started with Cline. From installation to advanced workflows, these resources will help you become proficient with AI-powered development.

What You'll Learn

  • Set up and configure Cline for your workflow
  • Navigate the interface and key features
  • Implement best practices for AI-assisted coding
  • Troubleshoot common issues and optimize performance
  • Integrate Cline with existing development tools and workflows
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Transform your engineering team with a fully collaborative AI partner. Open source, fully extensible, and built to amplify developer impact.

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