Latest news with #TDD
Geeky Gadgets
6 days ago
- Business
- Geeky Gadgets
Making Claude Code More Useful with TDD and XP Techniques
What if you could combine the power of artificial intelligence with time-tested development practices to not only write better code but also transform your workflow? AI tools like Claude Code are reshaping how developers approach software creation, offering unprecedented speed and automation. But here's the catch: without a structured approach, even the most advanced AI can introduce risks—like incomplete test coverage or subtle errors that slip through the cracks. This is where methodologies like test-driven development (TDD) and extreme programming (XP) step in, providing a framework to harness AI's potential while making sure your code remains reliable, maintainable, and adaptable. The result? A development process that's not just faster but smarter. In this piece, Feedback Driven Dev explore how pairing AI with proven practices like TDD and XP can transform your approach to coding. You'll discover how techniques such as incremental development, layered testing, and clean architecture can help you maintain control over your projects while using AI to automate repetitive tasks and improve efficiency. Along the way, we'll dive into real-world examples, like the 'Dev Context' project, to illustrate how these principles come to life in practical scenarios. Whether you're a seasoned developer or just starting to experiment with AI tools, this exploration will challenge you to rethink how you build software—and how to do it better. AI in Software Development The Importance of Combining AI with Proven Practices AI tools such as Claude are undeniably powerful, but they are not without limitations. While they can accelerate development and reduce manual effort, challenges like incomplete test coverage and occasional rule violations can arise. To fully harness the benefits of AI, pairing it with established methodologies like TDD and XP is essential. These practices ensure that your code remains reliable, maintainable, and adaptable, even as AI takes on a larger role in your workflow. By integrating these approaches, you can mitigate risks while maximizing the potential of AI-driven development. Practical Application: The 'Dev Context' Project A real-world example of this approach is the development of 'Dev Context,' a tool designed to enhance productivity by organizing workspaces, projects, contexts, and bookmarks. Built using the Tori framework, which functions similarly to Electron, this project addresses inefficiencies caused by frequent context-switching. By adopting a hexagonal architecture, the tool achieves a clean separation of concerns, making it easier to maintain and adapt over time. Claude Code, an AI tool, plays a pivotal role in automating coding tasks for the 'Dev Context' project. It assists in generating tests, implementing features, and maintaining coding standards. However, AI is not a standalone solution. Challenges such as reliance on mocks, occasional errors, and gaps in validation highlight the need for manual oversight. AI should be viewed as a complement to your expertise, enhancing productivity without replacing critical human judgment. Making Claude Code more useful with TDD and XP Techniques Watch this video on YouTube. Expand your understanding of Claude Code with additional resources from our extensive library of articles. Using TDD for Reliable Development Test-driven development (TDD) is a cornerstone of this process, offering a structured approach to building reliable software. By writing tests before implementing code, you can: Ensure rapid feedback loops: Quickly identify and address issues during development. Quickly identify and address issues during development. Focus on behavior: Prioritize functionality over implementation details. Prioritize functionality over implementation details. Build confidence: Make changes with the assurance that existing functionality remains intact. To further enhance test reliability, mutation testing is employed. This technique introduces deliberate changes to the code to verify that your tests can detect errors effectively. By adhering to TDD principles, you can systematically address gaps in validation and improve overall code quality. XP Practices: Small Steps Toward Big Improvements Extreme programming (XP) practices complement TDD by emphasizing incremental development and frequent iterations. Key techniques include: Pair Programming: Encourages collaboration, reduces errors, and improves code quality through shared knowledge. Encourages collaboration, reduces errors, and improves code quality through shared knowledge. Automated Testing: Ensures consistency and minimizes the risk of regressions as the codebase evolves. These practices align seamlessly with AI integration, allowing you to iterate quickly while maintaining control over the development process. By combining XP principles with AI tools like Claude Code, you can achieve a balance between speed and precision. Hexagonal Architecture: A Framework for Clean Code Hexagonal architecture, also known as the ports and adapters pattern, is a critical component of maintaining clean and adaptable code. This approach separates domain logic from external systems like APIs and databases, simplifying testing and enhancing system flexibility. Testing strategies tailored to each layer of the architecture ensure comprehensive coverage: Domain Layer: Focuses on business logic with minimal reliance on external dependencies. Focuses on business logic with minimal reliance on external dependencies. Repository Layer: Uses test containers and Docker to simulate isolated database environments. Uses test containers and Docker to simulate isolated database environments. Controller Layer: Validates API behavior, including error handling and pagination. By adopting this architecture, you can create systems that are easier to maintain, test, and extend over time. Layered Testing: Making sure Comprehensive Validation Layered testing strategies are essential for making sure that every aspect of your system functions as intended. Each layer has a specific focus: Domain Tests: Validate business rules and logic to ensure they align with requirements. Validate business rules and logic to ensure they align with requirements. Repository Tests: Verify data interactions and database operations for accuracy and reliability. Verify data interactions and database operations for accuracy and reliability. Controller Tests: Focus on API endpoints, including error handling, response validation, and pagination. Tools like Bruno, which is similar to Postman, streamline API testing by managing collections and allowing version control. AI-generated collections can further simplify the process of verifying functionality, saving both time and effort. Overcoming Challenges and Lessons Learned While AI offers significant advantages, it also presents challenges that require careful management. Common issues include: Gaps in validation: AI-generated tests may overlook edge cases or complex scenarios. AI-generated tests may overlook edge cases or complex scenarios. Over-reliance on mocks: Excessive use of mocks can obscure real-world issues and lead to false confidence. Excessive use of mocks can obscure real-world issues and lead to false confidence. Occasional errors: AI-generated code and tests may contain inaccuracies that require manual correction. Addressing these challenges involves manual review, refinement, and adherence to best practices. Improvements in error handling, structured logging, and linting rules can further enhance the development process, making sure that AI remains a valuable tool rather than a potential liability. Future Directions for the 'Dev Context' Project Looking ahead, several enhancements are planned for the 'Dev Context' project to improve its functionality and reliability: Introducing mutation testing to validate the robustness of test suites. Refining error handling mechanisms to ensure greater reliability and user satisfaction. Improving code readability and maintainability to simplify future development efforts. Expanding functionality and exploring monetization opportunities to increase the tool's value. These improvements aim to create a more robust and user-friendly system while maintaining a focus on clean architecture and thorough testing. Final Thoughts AI tools like Claude Code have the potential to transform software development when paired with robust practices like TDD and XP. By maintaining clean architecture, using layered testing strategies, and iterating incrementally, you can build systems that are both reliable and adaptable. However, manual oversight remains essential. AI should augment your expertise, not replace it. With the right balance of automation and human judgment, you can achieve both efficiency and quality in your development projects. Media Credit: FeedbackDrivenDev Filed Under: AI, Guides Latest Geeky Gadgets Deals Disclosure: Some of our articles include affiliate links. If you buy something through one of these links, Geeky Gadgets may earn an affiliate commission. Learn about our Disclosure Policy.
Buzz Feed
15-05-2025
- Politics
- Buzz Feed
Jimmy Kimmel's Comments About "Trump Derangement Disorder" Are Going Viral
Let's talk "Trump Derangement Disorder." It's also known as "Trump Derangement Syndrome." "Trump Derangement Disorder" is a term used by Trump supporters to describe people they believe are irrationally obsessed with criticizing or hating Donald Trump. A group of Minnesota Republican lawmakers even introduced a bill to classify "Trump Derangement Syndrome" as a mental illness. Now that TDD is "understood," let's talk about Jimmy Kimmel. As you probably know, Jimmy Kimmel has always been outspoken about his dislike of Donald Trump. "I laugh when people say, 'Oh, you have Trump Derangement Syndrome'. If you are a reasonable person, you should have Trump Derangement Syndrome," he said. "And by the way, I think he has a derangement syndrome about us, too. The fact of the matter is, this is a dangerous person, this is a stupid person, and that's a bad combination." Now, let's look at some reactions. @LunaGogh said, "Jimmy Kimmel I was unaware of your game..." @kapullen agreed with Kimmel, "Exactly what I've been saying." And @BubbersBest simply said, "Bingo." Thoughts? Do you have "Trump Derangement Syndrome?"
Al Bawaba
04-05-2025
- Business
- Al Bawaba
Ooredoo Reinforces Its Leadership in Sustainability as Part of Its Long-Term Vision and "Green Communication" Principle
Ooredoo Kuwait continues to solidify its position as one of the country's and region's leading telecom pioneers, thanks to its strong track record in innovation, ongoing investments in cutting-edge technologies, and a flexible infrastructure designed to meet future demands. The company has played a central role in introducing smart communications concepts and delivering advanced digital services that have significantly accelerated Kuwait's digital Ooredoo is leading a new phase of network evolution in the country, based on three strategic pillars: advanced 5G, Ai, and sustainability. This reflects its commitment to pioneering the digital future and empowering national sectors with expertly crafted smart communication Digital SolutionsIn this context, Issa Haider, Chief Technology Officer at Ooredoo Kuwait, stated:"We don't see technology as just operational tools, but as a comprehensive operating model that drives innovation, lays the foundation for smart communications, and delivers effective digital solutions to key sectors and society."He also confirmed the company's readiness to launch its 5G Advanced network, in parallel with the reallocation of spectrum in the 2300 and 2600 MHz (TDD) bands, noting that this marks a major leap in supporting the national digital added that Ooredoo has upgraded its radio access network with massive MIMO antennas and prepared the infrastructure to support network slicing and edge computing, serving critical sectors such as ports, oil, smart education, and healthcare. The targeted use cases include:• Private networks for oil and gas• Smart ports• Supply chains• Immersive education• Medical IoTHe praised the close cooperation with the Communications and Information Technology Regulatory Authority (CITRA) regarding the TDD band activation plan, as well as the technical partnerships with Huawei and Nokia to test AI-powered network capabilities and improve performance efficiency and user experience, including RedCap AI-Powered NetworksHaider explained that AI is no longer just an auxiliary technology but has become the cornerstone of Ooredoo Kuwait's operations. It is utilized across all levels of the network, from self-organizing networks (SON) and predictive maintenance to AI-driven digital customer service, customer satisfaction analytics, and experience quality emphasized that the strategic partnership with NVIDIA is a key enabler of this transformation, accelerating the development of an intelligent AI infrastructure and leveraging high-performance computing to deliver personalized customer experiences, real-time data traffic analytics, and fault is currently working to establish an AI Center of Excellence and adopt a self-decision-making network architecture, capable of delivering real-time, customized as a Core PrincipleHaider stressed that sustainability is no longer optional, but a necessity embedded in Ooredoo's long-term vision, as the company adopts the principle of green communication. It has already begun phasing out its 3G network to reduce energy consumption and introduced hybrid sites powered by solar energy — a move aimed at reducing energy consumption per company also applies clear environmental standards to its procurement practices, including:• Use of recyclable materials• Reduced packaging• Cloud computing relianceHe pointed out that Ooredoo uses advanced dashboards to monitor energy usage, measure carbon footprint, manage electronic waste, and generate reports aligned with GSMA and CITRA standards.A Bold Vision for the FutureIn conclusion, Haider affirmed:"Our vision is for Ooredoo Kuwait to become a role model in building a smart, green network powered by artificial intelligence. Success is no longer only about speed — it's about the ability to innovate and create lasting, sustainable impact in society." © 2000 - 2025 Al Bawaba (
Zawya
03-05-2025
- Business
- Zawya
Ooredoo reinforces its leadership in sustainability as part of its long-term vision and "Green Communication" principle
We have prepared the infrastructure to support network slicing and facilitate operations for government institutions Artificial intelligence is no longer just a supportive technology, but the foundation of Ooredoo Kuwait's operations We are in the process of establishing an AI Center of Excellence and adopting a self-organizing network architecture We have shut down our 3G network as a strategic step to reduce energy consumption Ooredoo is a role model in building a smart, sustainable network powered by AI Kuwait – Ooredoo Kuwait continues to solidify its position as one of the country's and region's leading telecom pioneers, thanks to its strong track record in innovation, ongoing investments in cutting-edge technologies, and a flexible infrastructure designed to meet future demands. The company has played a central role in introducing smart communications concepts and delivering advanced digital services that have significantly accelerated Kuwait's digital transformation. Today, Ooredoo is leading a new phase of network evolution in the country, based on three strategic pillars: advanced 5G, Ai, and sustainability. This reflects its commitment to pioneering the digital future and empowering national sectors with expertly crafted smart communication solutions. Effective Digital Solutions In this context, Issa Haider, Chief Technology Officer at Ooredoo Kuwait, stated: "We don't see technology as just operational tools, but as a comprehensive operating model that drives innovation, lays the foundation for smart communications, and delivers effective digital solutions to key sectors and society." He also confirmed the company's readiness to launch its 5G Advanced network, in parallel with the reallocation of spectrum in the 2300 and 2600 MHz (TDD) bands, noting that this marks a major leap in supporting the national digital economy. Haider added that Ooredoo has upgraded its radio access network with massive MIMO antennas and prepared the infrastructure to support network slicing and edge computing, serving critical sectors such as ports, oil, smart education, and healthcare. The targeted use cases include: • Private networks for oil and gas • Smart ports • Supply chains • Immersive education • Medical IoT He praised the close cooperation with the Communications and Information Technology Regulatory Authority (CITRA) regarding the TDD band activation plan, as well as the technical partnerships with Huawei and Nokia to test AI-powered network capabilities and improve performance efficiency and user experience, including RedCap trials. Self-Organizing AI-Powered Networks Haider explained that AI is no longer just an auxiliary technology but has become the cornerstone of Ooredoo Kuwait's operations. It is utilized across all levels of the network, from self-organizing networks (SON) and predictive maintenance to AI-driven digital customer service, customer satisfaction analytics, and experience quality prediction. He emphasized that the strategic partnership with NVIDIA is a key enabler of this transformation, accelerating the development of an intelligent AI infrastructure and leveraging high-performance computing to deliver personalized customer experiences, real-time data traffic analytics, and fault prediction. Ooredoo is currently working to establish an AI Center of Excellence and adopt a self-decision-making network architecture, capable of delivering real-time, customized offerings. Sustainability as a Core Principle Haider stressed that sustainability is no longer optional, but a necessity embedded in Ooredoo's long-term vision, as the company adopts the principle of green communication. It has already begun phasing out its 3G network to reduce energy consumption and introduced hybrid sites powered by solar energy — a move aimed at reducing energy consumption per gigabyte. The company also applies clear environmental standards to its procurement practices, including: Use of recyclable materials Reduced packaging Cloud computing reliance He pointed out that Ooredoo uses advanced dashboards to monitor energy usage, measure carbon footprint, manage electronic waste, and generate reports aligned with GSMA and CITRA standards. A Bold Vision for the Future In conclusion, Haider affirmed: "Our vision is for Ooredoo Kuwait to become a role model in building a smart, green network powered by artificial intelligence. Success is no longer only about speed — it's about the ability to innovate and create lasting, sustainable impact in society."
TimesLIVE
02-05-2025
- Health
- TimesLIVE
Half of teachers consider quitting: Stress, admin burden and low pay among top reasons
A new nationwide survey has revealed dissatisfaction among teachers, with half saying they are considering leaving the profession within the next 10 years. The alarming findings come from the Teacher Demographic Dividend (TDD) project conducted in partnership with Stellenbosch University's Research on Socio-Economic Policy unit. 'Results from the online survey reveal half of in-service teachers want to leave the profession in the next 10 years. While it is unlikely so many teachers will leave the profession, given job market constraints, the finding does point to high levels of dissatisfaction among teachers,' the report stated. The survey found stress and job dissatisfaction are the two leading factors driving discontent. A staggering 70% of teachers identified excessive administrative work as their main source of stress, followed closely by a lack of work-life balance, mental and physical health concerns and the pressure to meet high academic expectations. 'The main reason cited for wanting to leave the profession was 35% for being overworked, followed by not earning enough at 34%,' the report said. Alarmingly, 68% of teachers reported teaching does not allow them to have a work-life balance, 32% said it negatively affects their mental health, and 24% said it affects their physical health.
