AI.TDD Articles

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Architecture

A collection of 23 issues

Midjourney for Developers: AI-Generated Visuals in Software Projects

Introduction to Midjourney for Developers Midjourney is a powerful AI image generation tool that's revolutionizing how developers create visuals for their projects. From UI mockups to documentation illustrations, Midjourney can significantly enhance the visual aspects of software development. What is Midjourney? Midjourney is an AI-powered image generation tool

Product Discovery: The Foundation of Successful Product Development

Introduction to Product Discovery Product Discovery is the process of understanding user needs, market opportunities, and business constraints to build the right product. It's a continuous, iterative process that helps teams validate assumptions, reduce risk, and increase the chances of building successful products. What is Product Discovery? Product

Building Conversational AI with Advanced LLM Techniques

Introduction to Advanced Conversational AI Building sophisticated conversational AI systems requires understanding advanced techniques for prompt engineering, context management, and response generation. This guide explores cutting-edge approaches to creating intelligent conversational interfaces. Advanced Conversational AI Techniques * Few-Shot Learning: Provide examples to improve responses * Chain-of-Thought: Guide AI through reasoning steps * Retrieval-Augmented

AI Agents in Software Engineering: Building Autonomous Systems for Enterprise Applications

Introduction to AI Agents for Software Engineers AI Agents represent the next frontier in software engineering, enabling the creation of autonomous systems that can perceive, reason, and act in complex environments. This comprehensive guide explores AI agent development from a software engineering perspective. AI Agent Architecture Patterns AI agents follow

Claude and TDD: Advanced AI Assistance

Introduction Claude represents a new generation of AI assistants, capable of deep reasoning and complex problem-solving in software development. Claude's TDD Capabilities * Test Design: Help design comprehensive test suites * Code Review: Analyze code quality and suggest improvements * Architecture Discussion: Discuss design decisions and trade-offs * Problem Solving: Help debug

Uncle Bob's Clean Architecture Principles in the AI Era

Introduction Robert C. Martin's Clean Architecture principles have guided software development for years. As AI becomes more integrated into our development process, these principles take on new significance and require adaptation. The Dependency Rule Revisited Uncle Bob's fundamental rule states that dependencies should point inward, toward

Martin Fowler on AI and Software Architecture

Introduction Martin Fowler, renowned for his work on software architecture and refactoring, offers valuable insights into how AI changes our approach to system design. AI and Architectural Patterns Fowler's architectural patterns become even more important when AI is involved. Clear separation of concerns, dependency injection, and clean interfaces

AI as Pilot vs. Copilot in TDD: Finding the Right Balance

Introduction Building on our discussion of AI.TDD as a new paradigm, let's explore the different roles AI can play in the TDD process. Sometimes AI should lead (pilot), and sometimes it should assist (copilot). AI as Pilot: Leading the Development // AI suggests the test structure describe('

TDD and Team Practices: Building Quality Together

Introduction Test-Driven Development is not just a technical practice but a team practice. This article explores how to effectively implement TDD in a team environment. Code Review Process // Example of a good code review comment /** * @review * - Tests cover all edge cases * - Code follows SOLID principles * - Performance considerations

The Red-Green-Refactor Cycle: A Deep Dive

Introduction The Red-Green-Refactor cycle is the heartbeat of Test-Driven Development. This article explores each phase in detail and provides practical examples of how to implement this fundamental TDD practice. The Three Phases Red: Write a Failing Test In this phase, we write a test that defines the behavior we want