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“Why Business Teams Should Refrain from Leading Application Development” Over the past decade of developing WaveMaker, one recurring theme has emerged: business users often expect low-code platforms to enable them to create feature-rich applications with minimal technical expertise. While it is true that low-code platforms can empower non-technical users to build applications, this expectation can be problematic. The reality is, while these tools can help create basic apps, they shouldn’t be relied upon for mission-critical or complex enterprise solutions. In 2021, Gartner predicted that by 2023, the number of “citizen developers” in large enterprises would outnumber professional software developers by…

“Understanding LLM Application Frameworks: Building Efficient AI Systems” While large language models (LLMs) like GPT have garnered widespread attention, their standalone capabilities often fall short of expectations. The term “stochastic parrots” accurately describes LLMs in their raw form, as they can generate coherent text but may lack factual consistency, sometimes producing incorrect or irrelevant responses. However, when combined with retrieval-augmented generation (RAG) systems, LLMs become far more powerful, offering a reliable method of retrieving relevant data that reduces the risk of hallucination—AI’s tendency to fabricate or misrepresent information. When these RAG systems are integrated with software that enables action, such…

AI Coding Assistants: A Tool Tailored for Experienced Developers Generative AI has become an essential tool in the software development world, with platforms like GitHub Copilot leading the charge. According to a recent GitHub survey, over one million developers actively use Copilot, leveraging AI as an integral part of their workflow. As the survey highlights, AI has evolved from a curiosity to a fundamental “building block” in application development, akin to critical tools like Visual Studio Code. Despite its widespread adoption, not all developers benefit equally from these advancements. Experienced developers tend to gain the most from AI-powered coding assistants.…

Clarifai Previews Compute Orchestration for Flexible AI Workloads Clarifai, a leading provider of AI platforms, has announced the public preview of its compute orchestration solution designed for AI workloads. This new capability allows organizations to seamlessly build, deploy, and manage AI workloads on any infrastructure—whether in the cloud, on-premises, or air-gapped environments. Clarifai emphasizes that this vendor-agnostic approach enables enterprises to optimize AI performance, reduce costs, and avoid vendor lock-in, delivering a highly flexible solution for diverse AI needs. The platform’s core value lies in its ability to unify AI operations across disparate compute environments. Organizations can bring their existing…

AWS re:Invent 2024: Insights and Innovations in Cloud Computing AWS re:Invent, one of the cloud industry’s most prominent events, has returned for 2024, bringing together technology leaders, developers, and innovators from around the globe. Kicking off on December 2 with a hybrid format that includes a live event in Las Vegas and a virtual component, re:Invent provides AWS with a stage to unveil its latest services, updates, and strategies. For businesses and tech enthusiasts, the event offers an unparalleled glimpse into the future of cloud computing. As a leader among hyperscale cloud providers, AWS consistently emphasizes its ability to push…

OpenAI Unveils o1 LLM and ChatGPT Pro for Enhanced AI Capabilities OpenAI has officially launched its OpenAI o1 large language model (LLM), designed to handle complex reasoning tasks with remarkable efficiency. Alongside the release, OpenAI introduced ChatGPT Pro, a premium plan priced at $200 per month. This plan includes unlimited access to OpenAI o1, its smaller variant o1-mini, GPT-4o, and advanced voice capabilities, offering a suite of tools aimed at power users and enterprises seeking cutting-edge AI solutions. The o1 model first became available in a preview version, known as o1-preview, within ChatGPT on September 12. Even in its preview…

AWS Brings Data Analytics and AI Together with SageMaker Innovations Amazon Web Services (AWS) is unifying its data warehousing, business intelligence, data analytics, and AI services into a cohesive ecosystem. This move reflects the growing demand for integrated platforms that simplify workflows and reduce complexity for enterprises. By bringing these capabilities together, AWS is enabling businesses to manage their data and AI processes more effectively, streamlining operations and accelerating innovation. At the forefront of this effort is the introduction of SageMaker Unified Studio, a feature previewed at AWS’s annual re:Invent conference by CEO Matt Garman. Unified Studio combines diverse functionalities…

An Introduction to TypeScript: Strong Typing Meets JavaScript Originally developed by Microsoft, TypeScript was created to enhance JavaScript as a tool for building enterprise-scale applications. Since its inception, it has gained widespread popularity for combining JavaScript’s familiar syntax with strong typing and object-oriented programming features. This article introduces you to TypeScript, covering its history, how it differs from JavaScript, and why it has become a go-to language for developers working on large, complex projects. You’ll also find resources to help you get started with TypeScript coding. What is TypeScript? TypeScript is a superset of JavaScript that introduces features specifically designed…

Public Cloud Providers at a Crossroads: Navigating the Generative AI Boom Generative AI is experiencing unprecedented growth, with demand surging across both on-premises and public cloud solutions. This trend shows no signs of slowing, with analysts predicting strong momentum for at least the next five years. As organizations race to adopt AI to stay competitive, cloud services are a natural enabler, offering scalability and on-demand compute power to handle AI workloads. However, the rapid expansion of cloud-based AI comes with a significant drawback: cost. Many CIOs and CFOs have expressed frustration over unexpectedly high cloud expenses, which often end up…

Java Development Kit (JDK) 24: An Overview of New Features The Java Development Kit (JDK) 24 has entered its initial rampdown phase, with the feature set now frozen at 24 distinct enhancements. Among the notable additions are advancements such as a new class-file API and the fourth preview of structured concurrency. These updates highlight Java’s commitment to modernizing its ecosystem, catering to both developers and organizations that rely on its capabilities for robust software development. The rampdown phase for JDK 24 began on December 5, signaling the transition from feature development to stabilization. This iteration is set to become a…