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Command-Line Coding Assistant

In this tutorial, you'll learn how to build a command-line coding assistant using the Dhenara Agent DSL (DAD) framework. This assistant will be able to generate code based on user requirements, analyze existing codebases, and implement changes with precision.

What We'll Build​

We'll create a command-line coding assistant that progressively evolves through four stages:

  1. Single-Shot Implementation: A basic agent that can handle standalone coding tasks
  2. Planning Capabilities: Adding a planning flow to break down complex tasks
  3. Enhanced Implementation: Improving the implementation flow with context management
  4. Coordination: Creating a coordinator flow to manage the entire process

By the end of this tutorial, you'll have a fully functional coding assistant similar to the auto-coder example in the DAD framework.

Prerequisites​

Before starting this tutorial, make sure you have:

  • Installed the DAD framework as described in the installation guide
  • Completed the Quick Start guide to understand the basics
  • Familiarity with basic Python programming concepts
  • Set up your API keys for your preferred AI providers

Tutorial Structure​

This tutorial is divided into four parts, each building on the previous one:

  1. Single-Shot Implementation Flow: Build a basic agent that handles direct coding tasks
  2. Planning Flow: Add planning capabilities to break down complex tasks
  3. Enhanced Implementation Flow: Improve the implementation flow with better context handling
  4. Coordinator Flow: Create a coordinator to manage the planning and implementation

Each part includes:

  • Explanation of the concepts being introduced
  • Step-by-step instructions for implementation
  • Complete code examples
  • Tips and best practices

Let's Get Started!​

Start with Part 1: Single-Shot Implementation Flow to build the foundation of your coding assistant.