The Rise of Local Coding Agents

The Rise of Local Coding Agents

Mark Watson
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Table of Contents

The Rise of Local Coding Agents

  • Preface: The Rise of Local Coding Agents
    • The Hardware Challenge: Apple Silicon Unified Memory
    • Enter Little-Coder: Customized Skills and Configuration Required
  • Setting Up Your Local Agentic Workspace
    • 1. Installing Ollama & Downloading Gemma 4
    • 2. Deploying Little-Coder Skills
    • Verifying That Our New Little-Coder Skills Are Loaded and Available
    • 3. Optimizing Your Developer Environment (VRAM & RAM Conservation)
  • Optional Material: Security Analysis
    • Bare-Metal Security Risks for little-coder
  • Optional Material: Running on macOS using a Non Priveleged Account
  • Optional Material: Using Apple Containers
    • Create the Dockerfile
    • Use the container CLI to build the OCI image locally
  • Hands-On Coding Examples with Little-Coder
    • Example 1: Headless Common Lisp Execution
    • Example 2: Clojure Deps Automation & Execution
    • Example 3: Rapid TypeScript Iteration via TSX
    • Example 4: The Safe “Write-and-Notify” File Strategy
  • Wrap-Up: The Future of Your Local Workspace
    • 1. The Strategy of Constraint
    • 2. Guardrails via Custom Skills
    • 3. Actionable Developer Checklist
    • The Path Forward
The Rise of Local Coding Agents/overview

The Rise of Local Coding Agents

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The Rise of Local Coding Agents7 chapters

Begin ›
  1. Preface: The Rise of Local Coding Agents

  2. Setting Up Your Local Agentic Workspace

  3. Optional Material: Security Analysis

  4. Optional Material: Running on macOS using a Non Priveleged Account

  5. Optional Material: Using Apple Containers

  6. Hands-On Coding Examples with Little-Coder

  7. Wrap-Up: The Future of Your Local Workspace