Generative AI (GenAI) is fundamentally changing the way we program. Tools such as GitHub Copilot, Claude, and ChatGPT make automated code generation possible in a way that many of us would characterize as science fiction before 2022. By automating repetitive tasks and accelerating complex processes, GenAI enables developers to work faster, smarter and bolder. This opens the door to more creativity and innovation.
GenAI's Impact on Software Development
GenAI is more than a coding assistant; it's a game changer that transforms your workflow. Here are the main options:
- Create Complete Boilerplates: Within minutes, GenAI generates complete project structures and standard functionalities, so you can get off to a flying start.
- Edit Multiple Files Simultaneously: GenAI effortlessly makes changes to entire codebases, which would take hours of manual work.
- Building Entire Functionalities: From APIs to front-end UI and back-end systems, GenAI understands context and delivers customized solutions.
- Understanding codebases: GenAI analyses, refactors, and optimizes code bases, leading to cleaner and more efficient results.
- Automate Repetitive Tasks (RPA)): From documentation to test cases, GenAI takes the grind out of your daily workflow.
Top 5 AI IT Tools
Here are the top five tools we use every day at Synthwave Solutions that can accelerate your development process!
- Cline (VS Code Extension): An autonomous code assistant integrated into Visual Studio Code. Cline helps you create, edit, and execute assignments while you're in control. ➡️ More about Cline
- Windsurf (IDE, US Code fork): An advanced AI-powered IDE that is built on Visual Studio Code and significantly improves development workflow. ➡️ More about Windsurf
- Cursor (IDE, VS Code fork): Cursor provides real-time assistance and intelligent code additions, allowing developers to work efficiently and error-free. ➡️ More about Cursor
- Aider (Terminal-Based Assistant): Aider is an AI-driven pair programming assistant that works directly from the terminal, ideal for writing and debugging. ➡️ More about Aider
- Claude 3.5 Sonnet: A powerful language model that incorporates agentic coding capabilities (DAD) offers and is integrated into tools such as Cline to solve daily development challenges. ➡️ More about Claude 3.5
GenAI Implementation Best Practices
For a successful integration of GenAI in your development process:
- Start Small-scale
- Start with simple use cases
- Build experience with the tools
- Evaluate results carefully
- Invest in Training
- Make sure your developers understand the tools
- Share best practices across the team
- Monitor and optimize usage
- Maintain Quality Control
- Review generated code carefully
- Test extensively on edge cases
- Check security aspects
The “80/20 Rule” in GenAI
GenAI can generate up to 80% of the code, but the last 20% remains a challenge that requires human expertise — and as any developer knows, that 20% often takes the longest. AI is a powerful tool, but it is not a substitute for human knowledge. Key areas where human input remains indispensable include:
- Complex Logic: AI struggles with edge cases that require in-depth analysis.
- Quality and Fine Grinding: Debugging, performance optimization, and creative solutions.
- Unique Requirements: No application is the same, and AI doesn't always cover specific project goals.
- Architecture decisions, security, and performance: Critical choices require experience and insight.
- Code review and quality control: Assurance about quality and consistency remains a human domain.
- Business logic and domain knowledge: The unique context of projects requires customization.
The Future: People and AI in Collaboration
The key to success lies in the cooperation between man and machine, where both reinforce each other:
- AI takes over repetitive tasks and provides basic structures
- People focus on creativity, architecture and business logic
- Teams switch flexibly between AI support and traditional development
This synergy allows developers to focus on what really matters: creating innovative, reliable, and valuable software solutions.
Let's get acquainted!
Do you want to learn how to You can use GenAI to increase your productivity as a developer? Maybe it's our “GenAI for IT professionals Masterclass” is for you!
What you'll learn:
- Generate 80% of your code with GenAI, through a good understanding of the possibilities and limitations.
- Know when you get that last 20% must perfecting with your expertise.
- Eliminate repetitive tasks and focus on architecture.
Book an informal introductory meeting below and find out how we can transform your IT development!
