Udemy

AI Coding with Local Models and Data Privacy using Cline

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  • 16 Students
  • Updated 2/2026
4.7
(02 Ratings)
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Course Information

Registration period
Year-round Recruitment
Course Level
Study Mode
Duration
0 Hour(s) 58 Minute(s)
Language
English
Taught by
Didier Boff
Rating
4.7
(02 Ratings)

Course Overview

AI Coding with Local Models and Data Privacy using Cline

Cline and Continue Remote and Local Agentic Coding Best Practices in VSCode and JetBrain

This course contains the use of artificial intelligence.

You're about to discover a smarter approach to AI-assisted coding directly in VS Code or JetBrain: one that prioritizes engineering discipline, cost efficiency, and future-proof independence over quick fixes and subscription lock-in.

You'll learn to read hardware benchmarks, optimize API usage, configure local models, and implement professional workflows that scale from personal projects to enterprise applications.

Through a complete real-world project, building an in-browser 3D TicTacToe prototype and performing code maintenance, you'll master the full development lifecycle with AI assistance.

The course includes configuration templates, system prompts, and detailed instructions that work across tools—even Cursor, since you can use Cline and Continue inside it.

Why This Approach Matters
Cost:
While most developers use or plan to use AI tools, industry research reveals significant concerns: 53% cite platform costs as a barrier (reaching $100 monthly or more, during high-use phases).

Privacy: Another 53% view AI as a data-privacy threat, and 46% actively distrust AI accuracy. This course addresses these challenges by teaching you to work with local models and systematic engineering practices.

What You'll Learn

  • Learn hardware optimization and model selection for cost-effective development

  • Set up local models with LM Studio for unlimited usage and full data privacy

  • Master Continue for intelligent micro-tasks and Cline for multi-step agentic workflows

  • Implement systematic practices that maintain code quality with proper AI oversight

  • Secure independence from opaque API tokens costs

Course Advantages

  • Practical, hands-on learning — fast-paced and focused on what matters

  • Future-proof skills as specialized hardware will become more accessible

  • Complete flexibility based on your budget and privacy requirements

By course completion, you'll have the skills to become a highly productive coder while maintaining full control over your tools, costs, and data—positioning yourself ahead of the curve as the industry evolves.

To practice the techniques taught in this course without requiring expensive hardware, you can create API keys from trusted AI providers of your choice (such as Nvidia or OpenRouter). This course includes comprehensive step-by-step instructions for setting up these free accounts for learning and practice purposes, with detailed guidance on maximizing free tiers to get started without any upfront costs.

This course is not sponsored by or affiliated with Cline, Continue, or any AI API providers.

Course Content

  • 6 section(s)
  • 23 lecture(s)
  • Section 1 Introduction
  • Section 2 Model Selection & Setup
  • Section 3 Pair-Programming Observer: Performing Micro-Tasks Using Continue
  • Section 4 Pair-Programming Driver: Using Cline for Agentic Coding
  • Section 5 Professional Work Using Expert Context, Code Quality Principles & Specifications
  • Section 6 Bonus Section

What You’ll Learn

  • How to read benchmarks and select the right AI model for any coding task, How to set up local LLMs for unlimited, private coding assistance, How to build privacy-first agentic coding workflows with open-source tools, How to use Continue for micro-tasks and Cline for complex agentic coding, How to build AI-driven programming workflows in VS Code without vendor lock-in, How to integrate AI with professional best practices, code reviews, and specifications, How to optimize AI coding costs using free tiers and efficient providers


Reviews

  • J
    Jeanne Lane
    4.5

    Very clear instructions for getting started with Cline and Continue!

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