Latest news with #TypeScript
Techday NZ
5 days ago
- Business
- Techday NZ
AWS brings vibe coding to the Enterprise with spec-driven Kiro IDE tool
AWS has introduced Kiro, an "agentic IDE" designed to bridge the gap between the excitement of prompt-based prototyping and the practical demands of production software. According to Kiro product lead Nikhil Swaminathan, the tool aims to bring structure, rigour and automation to the modern, AI-powered coding process. Swaminathan describes the appeal of recent AI tools, saying, "Prompt, prompt, prompt, and you have a working application. It's fun and feels like magic. But getting it to production requires more." He outlines the typical stumbling blocks: "What assumptions did the model make when building it? What edge-cases did it cover? How did it handle errors? Requirements are fuzzy and you can't tell if the application meets them." Kiro is designed to solve these problems by introducing what its creators call "spec-driven development." As the team puts it, "Kiro is great at 'vibe coding' but goes way beyond that - Kiro's strength is getting those prototypes into production systems with features such as specs and hooks." Swaminathan explains how it works: "Start with a prompt: 'Add a review system for products.' Kiro translates this into a set of user stories with EARS-style acceptance criteria." He says Kiro then generates artefacts including "a data-flow diagram, TypeScript interfaces, a database schema, and API definitions." The system's approach includes automatically specifying essential features for each user story. Swaminathan writes, "Kiro automatically includes requirements like mobile responsiveness, accessibility, loading states, and tests in the spec." Tasks are then "sequenced correctly and connected to requirements." Importantly, the specs remain in sync as the code evolves. Swaminathan notes, "Developers can author code and ask Kiro to update specs or manually update specs to refresh tasks. This solves the common problem where developers stop updating original artifacts during implementation." To automate repetitive work, Kiro introduces "agent hooks." These are "event-driven automations" that "trigger based on events like file saves or deletions." As Swaminathan puts it, "When you save a React component, hooks update the test file. When you modify API endpoints, hooks refresh README files. When you're ready to commit, security hooks scan for leaked credentials." He describes the benefit: "It's like having an experienced developer catching things you miss or completing boilerplate tasks." These hooks are also collaborative by design. Swaminathan explains, "Once this hook is committed to Git, it enforces the coding standard across my entire team - whenever anyone adds a new component, the agent automatically validates it against the guidelines." Kiro is built on top of Code OSS, meaning it is "compatible with existing VS Code settings and Open VSX plugins." It supports "Model Context Protocol (MCP)," agentic chat, and multiple context providers, including "files, URLs and document uploads." Looking ahead, Swaminathan and AWS VP of Developer Experience & Agents Deepak Singh set out an ambitious vision for Kiro. They write, "We want to tackle the root causes of pain in software development - clarity of design, alignment with requirements, technical debt, code reviews, and knowledge sharing." Kiro is available in a preview release for Mac, Windows and Linux, supporting most programming languages. Swaminathan invites developers to experience its approach: "We invite you to try Kiro and share feedback. We're just getting started, and your input will help shape the future of agentic development." By combining the "magic" of AI-powered coding with structured specs and event-driven automation, Kiro is positioning itself as a tool for developers seeking to move quickly without sacrificing discipline or reliability.
Techday NZ
5 days ago
- Business
- Techday NZ
AWS brings vibe coding to the Enterpise with spec-driven Kiro IDE tool
AWS has introduced Kiro, an "agentic IDE" designed to bridge the gap between the excitement of prompt-based prototyping and the practical demands of production software. According to Kiro product lead Nikhil Swaminathan, the tool aims to bring structure, rigour and automation to the modern, AI-powered coding process. Swaminathan describes the appeal of recent AI tools, saying, "Prompt, prompt, prompt, and you have a working application. It's fun and feels like magic. But getting it to production requires more." He outlines the typical stumbling blocks: "What assumptions did the model make when building it? What edge-cases did it cover? How did it handle errors? Requirements are fuzzy and you can't tell if the application meets them." Kiro is designed to solve these problems by introducing what its creators call "spec-driven development." As the team puts it, "Kiro is great at 'vibe coding' but goes way beyond that - Kiro's strength is getting those prototypes into production systems with features such as specs and hooks." Swaminathan explains how it works: "Start with a prompt: 'Add a review system for products.' Kiro translates this into a set of user stories with EARS-style acceptance criteria." He says Kiro then generates artefacts including "a data-flow diagram, TypeScript interfaces, a database schema, and API definitions." The system's approach includes automatically specifying essential features for each user story. Swaminathan writes, "Kiro automatically includes requirements like mobile responsiveness, accessibility, loading states, and tests in the spec." Tasks are then "sequenced correctly and connected to requirements." Importantly, the specs remain in sync as the code evolves. Swaminathan notes, "Developers can author code and ask Kiro to update specs or manually update specs to refresh tasks. This solves the common problem where developers stop updating original artifacts during implementation." To automate repetitive work, Kiro introduces "agent hooks." These are "event-driven automations" that "trigger based on events like file saves or deletions." As Swaminathan puts it, "When you save a React component, hooks update the test file. When you modify API endpoints, hooks refresh README files. When you're ready to commit, security hooks scan for leaked credentials." He describes the benefit: "It's like having an experienced developer catching things you miss or completing boilerplate tasks." These hooks are also collaborative by design. Swaminathan explains, "Once this hook is committed to Git, it enforces the coding standard across my entire team - whenever anyone adds a new component, the agent automatically validates it against the guidelines." Kiro is built on top of Code OSS, meaning it is "compatible with existing VS Code settings and Open VSX plugins." It supports "Model Context Protocol (MCP)," agentic chat, and multiple context providers, including "files, URLs and document uploads." Looking ahead, Swaminathan and AWS VP of Developer Experience & Agents Deepak Singh set out an ambitious vision for Kiro. They write, "We want to tackle the root causes of pain in software development - clarity of design, alignment with requirements, technical debt, code reviews, and knowledge sharing." Kiro is available in a preview release for Mac, Windows and Linux, supporting most programming languages. Swaminathan invites developers to experience its approach: "We invite you to try Kiro and share feedback. We're just getting started, and your input will help shape the future of agentic development." By combining the "magic" of AI-powered coding with structured specs and event-driven automation, Kiro is positioning itself as a tool for developers seeking to move quickly without sacrificing discipline or reliability.
Time of India
10-07-2025
- Business
- Time of India
Techie lost her job to AI but had a backup career plan. Why she left software engineering forever?
As artificial intelligence continues to reshape the job market, workers across various industries are grappling with its impact. In the tech sector especially, automation and machine learning are changing how work gets done—and in many cases, who gets to do it. For some, these changes bring opportunity. For others, they signal a time to move on. One software engineer from Oklahoma made the rare decision to walk away from tech entirely, not out of defeat but with a clear backup plan already in motion. As per Business Insider, Tabby Toney, 37, was among the many engineers who saw the writing on the wall. Speaking to Business Insider, she shared how AI was transforming her work in ways she no longer enjoyed. The hands-on problem-solving and creativity she once thrived on were being replaced by systems that left little room for individual input. As layoffs swept across the industry, she wasn't surprised when her own job was cut in May 2025. Rather than return to the same field, Toney turned to something very different: welding. What started as a high school hobby became a serious option as she sought work that felt more purposeful. Welding offered her the same kind of intellectual challenge she once found in coding—but with more tangible results. She's now preparing to begin formal training and build a future outside the tech world. by Taboola by Taboola Sponsored Links Sponsored Links Promoted Links Promoted Links You May Like Brain tumor has left my son feeling miserable; please help! Donate For Health Donate Now Undo The U.S. tech industry in January-March quarter led all sectors in job cuts. Microsoft recently announced plans to lay off nearly 4% of its workforce, following a previous round of layoffs in May that affected around 6,000 employees. The move comes as the company ramps up investments in AI infrastructure while cutting costs elsewhere. AI is already transforming operations, from customer service to software development. According to a Bloomberg report, AI now generates 35% of the code for new products, significantly accelerating product launches. A Career Built Through Persistence Before leaving the industry, Toney had built a solid career in software, despite not following a traditional path. She started in manual testing, learning programming through self-study and online resources. Over time, she worked her way into fullstack development roles, handling everything from backend APIs to frontend features. Her most recent position was at SumerSports, where she worked remotely from September 2023 to May 2025. Prior to that, she held engineering roles at Clevyr and Tailwind, contributing to projects using TypeScript, Laravel, and PostgreSQL. She was also involved in mentoring junior developers and writing unit tests. At Calvient, she helped integrate social login features and automate surveys. Earlier, she had significant QA engineering experience at Trimble Inc. and Paycom, focusing on automated testing and quality assurance tools. Experience Beyond Software Before transitioning into tech, Toney worked in fields ranging from education to client services. At the Oklahoma Historical Society, she coordinated public programming and edited publications. She also taught U.S. history at Rose State College and the University of Central Oklahoma. Her earlier jobs included roles as a legal assistant and client advisor—positions that demonstrate her adaptability and broad skill set. Now, with a new career path ahead of her, Toney is focused on learning the craft of welding in depth. Though she's already taken on small projects, she plans to begin formal training in August. She says she has no plans to return to software, feeling a sense of relief and clarity after stepping away.
Geeky Gadgets
09-06-2025
- Geeky Gadgets
OpenAI's TypeScript SDK Makes AI Agent Creation a Breeze
What if building intelligent, scalable AI agents was no longer a daunting challenge but a streamlined, intuitive process? With the release of OpenAI's new TypeScript SDK, that vision is becoming a reality. By combining the power of TypeScript—a language celebrated for its strong typing and developer-friendly features—with OpenAI's innovative expertise, this toolkit promises to redefine how developers approach AI agent creation. Whether you're crafting a chatbot to transform customer support or designing a complex AI system for real-time analytics, the SDK offers a robust foundation to bring your ideas to life. Its focus on developer productivity and seamless integration sets it apart as a fantastic option in the rapidly evolving AI landscape. This coverage explores how OpenAI's TypeScript SDK is poised to transform AI development. From pre-built components that save hours of coding to advanced debugging tools that simplify problem-solving, the SDK is packed with features designed to empower developers at every level. But it's not just about convenience—this toolkit emphasizes scalability, performance optimization, and interoperability, making sure your AI solutions are as reliable as they are innovative. Whether you're a seasoned developer or just starting with AI, the possibilities unlocked by this SDK are worth exploring. After all, the future of AI isn't just about what you build—it's about how effortlessly you can build it. OpenAI TypeScript SDK Overview Why TypeScript is the Ideal Foundation for AI Development The decision to base the SDK on TypeScript is both deliberate and strategic. TypeScript provides a robust framework for writing clean, maintainable, and scalable code. For developers, this translates to fewer runtime errors and greater confidence in the stability of their applications. Its static typing system ensures that potential issues are identified early in the development process, reducing debugging time and improving overall code quality. TypeScript's widespread adoption within the developer community further reinforces its suitability. Its compatibility with existing workflows allows seamless integration of the SDK into ongoing projects. Whether you are building a chatbot, virtual assistant, or a more complex AI-driven system, the TypeScript SDK offers a solid foundation to accelerate your development efforts. By combining TypeScript's strengths with OpenAI's expertise, this SDK provides a powerful toolset for creating reliable and scalable AI solutions. Key Features of the TypeScript SDK The TypeScript SDK is equipped with a range of features designed to enhance productivity and simplify the development of AI agents. These capabilities include: Pre-built Components: A library of ready-to-use components and templates enables rapid prototyping and deployment of AI agents, saving valuable development time. A library of ready-to-use components and templates enables rapid prototyping and deployment of AI agents, saving valuable development time. Advanced Developer Tools: Integrated debugging, testing, and monitoring tools streamline the identification and resolution of issues, making sure a smoother development process. Integrated debugging, testing, and monitoring tools streamline the identification and resolution of issues, making sure a smoother development process. Scalability: The SDK is optimized to handle increasing workloads, making sure that your AI agents can grow alongside your application's demands. The SDK is optimized to handle increasing workloads, making sure that your AI agents can grow alongside your application's demands. Seamless Integration: Built-in support for connecting with existing applications and APIs allows developers to embed AI capabilities with minimal effort. Built-in support for connecting with existing applications and APIs allows developers to embed AI capabilities with minimal effort. Customizability: Extensive options for tailoring AI agents to meet specific business or user requirements, providing flexibility for diverse use cases. These features collectively make the SDK a versatile and powerful tool for developers, allowing them to focus on innovation rather than repetitive tasks. New OpenAI TypeScript Agents SDK Watch this video on YouTube. Browse through more resources below from our in-depth content covering more areas on AI agents. Enhancing Developer Productivity The TypeScript SDK is designed to significantly boost developer efficiency. By offering pre-built components, it eliminates the need to write repetitive code, allowing developers to concentrate on solving complex problems and delivering innovative solutions. The integrated debugging tools further enhance productivity by allowing quick identification and resolution of issues, while TypeScript's static typing reduces the likelihood of errors during development. Collaboration is another area where the SDK excels. Its clear documentation and intuitive APIs make it easier for teams to work together on large-scale AI projects. This fosters a collaborative environment where team members can contribute effectively, regardless of their level of experience. Additionally, the SDK promotes consistent coding practices, which are essential for maintaining quality and efficiency in large development teams. Scalability and Performance Optimization Scalability is a core strength of the TypeScript SDK. It is specifically designed to handle high volumes of data and user interactions, making sure that your AI agents can grow alongside your business needs. Whether you are developing a customer support chatbot, a real-time analytics tool, or a complex AI-driven application, the SDK provides the infrastructure required to support increasing demands. In addition to scalability, the SDK emphasizes performance optimization. Efficient algorithms and resource management techniques ensure that AI agents operate smoothly, even under heavy workloads. This focus on performance makes the SDK a reliable choice for mission-critical applications where consistency and speed are paramount. Seamless Integration with Existing Applications Integrating AI capabilities into your applications is straightforward with the TypeScript SDK. Its interoperability allows developers to connect AI agents to a wide range of platforms, APIs, and services. This flexibility enables the creation of cohesive, AI-driven ecosystems that enhance user experiences and deliver measurable value. For example, the SDK can be used to embed an AI-powered chatbot into an e-commerce platform, providing personalized recommendations and real-time customer support. Alternatively, it can integrate AI analytics into business intelligence tools, allowing data-driven decision-making across an organization. These capabilities make the SDK a versatile tool for businesses looking to harness the power of AI. Empowering the Future of AI Development OpenAI's TypeScript SDK represents a significant advancement in AI agent development. By combining the strengths of TypeScript with a feature-rich toolkit, the SDK enables developers to build scalable, efficient, and seamlessly integrated AI solutions. Its focus on improving developer productivity, scalability, and application integration makes it an indispensable resource for creating the next generation of AI-powered applications. Whether you are an experienced developer or new to AI, the TypeScript SDK provides the tools and resources needed to bring your ideas to life. With its robust features and developer-friendly design, it is poised to play a pivotal role in shaping the future of AI development. Media Credit: Developers Digest Filed Under: AI, Top News 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.
Time of India
03-06-2025
- Business
- Time of India
2,500 job rejections despite coding expertise, advanced degrees: Techie working at gas station exposes job market's harsh reality
In today's highly competitive job landscape, even highly educated and technically skilled professionals are finding it nearly impossible to land a stable position. One software developer's story, recently shared on Reddit, has resonated deeply with thousands online, highlighting just how unforgiving the job market has become—even for those with advanced degrees, certifications, and real-world experience. A software developer with both a Bachelor's and Master's degree in Mathematics has shared their frustration online after facing over 2,500 job rejections in just a year and a half. Despite holding professional experience, multiple programming skills, and a recognized cloud certification, the job seeker has been unable to secure a stable role in tech. The developer, who posted anonymously on Reddit, explained that they have two years of professional experience and are proficient in Python, JavaScript, ReactJS, TypeScript, and Java. They also have experience working with both SQL and NoSQL databases, building backend APIs, and handling full-stack development. To bolster their resume, they hold an AWS certification. Stuck In A Survival Job Due to the prolonged unemployment, the applicant has been forced to work at a gas station, describing the working conditions as stressful and demoralizing. "I can't eat while on shift because you get interrupted every 30 seconds," they said, describing an incident where a co-worker showed up over an hour late, leaving them stuck at work. Despite sending out thousands of applications and making it to the final round six times, they have been repeatedly rejected. 'I know I can do the job,' they wrote. 'I know I am good and I know I can excel if hired.' Their situation has become more difficult due to financial strain. The user shared that they are unable to move to a more affordable apartment because they cannot meet the income requirements, despite working and applying for jobs consistently. Other Echo Similar Struggles The post struck a chord with many others across Reddit who are facing similar challenges. One commenter revealed they have been unemployed for 18 months, filed for bankruptcy, and have submitted over 6,000 applications—despite having a Ph.D. in a STEM field. Another shared that they used to be a professor with a Ph.D. in Molecular Microbiology but has been without income since 2018. A former linguistics academic stated that despite reaching multiple final rounds, they continue to be rejected, calling the market "brutal." One user wrote they have been applying for five and a half years with no success and are now filing for disability due to declining health. Others detailed years of job hunting , only to be met with ghosting, hiring freezes, and budget cuts. Even highly educated professionals shared stories of taking minimum-wage jobs in supermarkets and security roles, often dealing with toxic work environments and financial instability. The original poster noted they have already revised their resume over ten times and had it reviewed by professionals. They've tailored it for specific roles and have received interview calls, suggesting that the issue lies more with market conditions and less with their application materials. Many commenters echoed this sentiment, noting that hiring is often based on luck, internal company referrals, and being in the right place at the right time. Looking beyond traditional roles Several users encouraged the developer to consider roles outside traditional software positions—such as teaching in bootcamps, contracting through agencies, or even pivoting to non-tech work. However, the job seeker replied that many of these roles require senior-level experience, which limits their chances, even though their skills are closer to mid-level. 'I'm not unwilling—I just need someone to give me a chance,' they wrote. The broader tone of the thread reflected growing disillusionment with the job market. Commenters described feelings of despair, worthlessness, and frustration with systemic barriers.
