Intro:
As the CTO of Cloudride, a professional service company specializing in AWS and Azure, I'm always on the lookout for tools and technologies that can enhance our productivity and deliver better value to our customers. Recently, I've been exploring the capabilities of Anthropic's Claude Code, Amazon Q for Developers, and its replacement - Amazon Kiro, and I'm excited to share how they have transformed my workflow, saving both time and money. Claude Code worked directly from the terminal, while Amazon Q for Developers connected via VS Code, and Amazon Kiro is an IDE based on VS Code, released by Amazon. All the tools I operated via Bedrock modules Anthropic's Claude Sonnet 3.7 and 4.0. Download the Amazon Kiro IDE from kiro.dev.
The Challenge
Developing tools to help manage and optimize our cloud infrastructure is a critical part of our operations. These tools help us ensure that our customers' resources are being used efficiently, security standards are met, and potential issues are identified before they become problems. However, writing, reviewing, and testing over 13,000 lines of code manually is a daunting task that can consume a significant amount of time.
The Solution: Leveraging AI Tools
Enter Anthropic's Claude Code, Amazon Q for Developers, and its replacement Amazon Kiro. These AI-powered tools have been a game-changer for me. Here’s how they have enhanced my work:
- Accelerated Script Development
With Claude Code, I was able to develop complex scripts in a fraction of the time. For instance, creating scripts to manage Lambda versions, conduct security reviews, and more, which previously took over 18 hours, was completed in just a few hours. This dramatic reduction in development time allowed me to focus on other critical tasks. -
Simultaneous Task Management
One of the most significant benefits of using AI is the ability to multitask. While Claude Code was generating and refining code, I could simultaneously review other projects, collaborate with team members, and even work on additional tasks. Amazon Q for Developers provided instant answers to coding questions, further streamlining my workflow. This parallel processing capability has significantly increased my overall productivity.
- Enhanced Code Review and Testing
All tools can assist in reviewing and testing. Claude Code for example, identified potential issues, suggested improvements, and even ran tests to ensure the scripts work as intended. Amazon Kiro offered automated code reviews and suggestions for optimization, catching errors before they become issues. The ability to test, fix errors, and retest until the tool works perfectly has been invaluable. This built-in quality assurance feature has saved me countless hours that would have otherwise been spent on manual code reviews and testing. -
Cost Savings for Our Customers
By optimizing our scripts and processes, we’ve been able to identify and rectify inefficiencies in our customers' cloud usage. This not only enhances their experience but also translates into significant cost savings for them. The time saved in script development has allowed us to offer more value-added services, further strengthening our customer relationships.
- Budget Efficiency
Using a total of just over $50 worth of Bedrock tokens, I managed to save over 18 hours worth of work, including development, testing, QA, and documentation. This cost-effective approach has proven that leveraging AI tools can lead to substantial savings without compromising on quality.
To Conclude
All the tools: Anthropic's Claude Code, Amazon Q for Developers, and Amazon Kiro have revolutionized the way I work, making it more efficient and effective. By saving over 18 hours in development, enabling multitasking, and enhancing code review and testing, I’ve been able to deliver better results for my team and our customers. If you’re looking to boost your productivity and reduce costs, I highly recommend exploring the capabilities of these AI-powered tools.
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