Latest news with #softwareDevelopment
Geeky Gadgets
5 hours ago
- Business
- Geeky Gadgets
Windsurf Code Review : Say Goodbye to Tedious Pull Requests
What if your team could spend less time sifting through pull requests and more time tackling the challenges that truly matter? For many developers, the process of reviewing code is a necessary but often tedious part of software development. The repetitive checks for missing imports, dependency conflicts, or inconsistent formatting can feel like an endless cycle of administrative work. Enter Windsurf Code Review, a tool designed to transform how teams approach pull requests. By automating the early stages of code reviews, Windsurf promises to free developers from the grind of routine tasks, allowing them to focus on innovation and problem-solving. But does it deliver on its bold claims of efficiency and quality? This assessment takes a closer look. The Windsurf team explains how Windsurf Code Review integrates automation and customization to streamline workflows and enhance productivity. From enforcing coding standards to generating detailed PR insights, the tool offers a range of features aimed at optimizing the development pipeline. But beyond the technical capabilities, there's a deeper question: can automation truly coexist with the human nuance required for thoughtful code reviews? As we unpack Windsurf's functionality and strategic value, you'll gain a clearer sense of whether it's the right fit for your team's unique needs. After all, the balance between efficiency and oversight is a delicate one—one that could redefine how your team collaborates and creates. Streamlining PR Reviews How Automation Enhances Efficiency Windsurf Code Review significantly improves efficiency by automating the initial stages of PR reviews. Instead of requiring developers to manually inspect code for common issues, the tool identifies and flags problems such as: Missing imports , which can lead to runtime errors , which can lead to runtime errors Dependency conflicts that may disrupt builds that may disrupt builds Code inconsistencies, making sure adherence to established standards By addressing these issues early in the process, Windsurf prevents delays that could otherwise slow down your development pipeline. Additionally, the tool generates detailed PR titles and descriptions, offering reviewers clear and actionable insights. This automation not only saves time but also ensures that developers can focus on meaningful contributions, such as improving functionality or addressing critical bugs, rather than repetitive administrative tasks. Making sure Consistent Code Quality Maintaining high code quality is essential for building stable and reliable software. Windsurf Code Review integrates comprehensive code analysis into your workflow, enforcing best practices and coding standards across your projects. This consistency minimizes the risk of errors making their way into production, safeguarding the stability and performance of your applications. By embedding these checks into the development process, Windsurf ensures that quality remains a priority without requiring additional manual effort from your team. This proactive approach to code quality helps teams deliver robust software while reducing the likelihood of technical debt. Windsurf Code Review Released Watch this video on YouTube. Learn more about the Windsurf AI coding assistant with the help of our in-depth articles and helpful guides. Customizable to Meet Your Team's Unique Needs Every development team operates differently, with unique workflows, priorities, and coding conventions. Windsurf Code Review recognizes this diversity and offers customizable settings to align with your team's specific requirements. Through its intuitive web-based administrative controls, you can: Define and enforce specific coding conventions Prioritize the detection of particular types of issues Adjust the tool's functionality to fit seamlessly into your existing workflows This flexibility ensures that Windsurf adapts to your team's needs rather than forcing you to conform to a rigid framework. By tailoring the tool to your processes, you can maximize its effectiveness and ensure a smooth integration into your development pipeline. Boosting Productivity Across the Development Pipeline The benefits of Windsurf Code Review extend beyond the PR process. By automating repetitive tasks and streamlining workflows, the tool frees up your team to focus on higher-value activities, such as designing innovative features or refining existing functionality. This shift not only boosts productivity but also fosters a more collaborative and creative environment. Developers can dedicate more time to solving complex challenges and less time to administrative tasks, ultimately driving better outcomes for your projects. The result is a more efficient development pipeline that supports both individual and team growth. The Strategic Value of Windsurf Code Review Windsurf Code Review is more than just a tool—it's a strategic asset for modern development teams. By automating the initial stages of PR reviews, enforcing coding standards, and offering customizable controls, it enables teams to optimize their workflows while maintaining the human oversight necessary for thoughtful decision-making. This balance between automation and human input ensures that your codebase remains efficient, reliable, and aligned with your team's goals. With Windsurf, you can confidently build better software, knowing that your development process is streamlined and your team's time is being used effectively. Media Credit: Windsurf 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.
Forbes
a day ago
- Science
- Forbes
How Close Is The World To AGI?
Tarun Eldho Alias is a technology leader with over a decade of experience in software development and is the founder and CTO of Neem Inc. During a recent discussion with a data scientist who studies the limitations of current AI architectures and the breakthroughs needed for future general intelligence, a key question was raised that sparked a critical conversation: With the rise of AI tools like chatGPT, how close are we to artificial general intelligence? While the capabilities of LLMs are pretty impressive and there's no doubt about their commercial value, most people can agree that they aren't really intelligent. They lack a deeper understanding of the basic concepts that we take for granted, and they don't have the agency that humans have. While many experts claim that we may be closer to AGI than many people realize, are LLMs going to get us there? The Expectations Of AGI Before we can debate this, let's look at the most common traits expected by people from an AGI: • Generalization: This is the ability to learn and transfer knowledge from one domain to another and learn a variety of tasks or functions using the same model or architecture. • Reasoning: This ability solves new problems without being specifically instructed or trained on similar problems. • Awareness: This is the contextual understanding of a situation or task and the ability to maintain continuity of this understanding in both the short and long term. • Self-Supervised Learning: The model must be able to learn both knowledge and contexts without explicit labels and only through interaction with the environment and occasional prompting. • Continuous Learning: AGI must learn continuously through interaction with its environment without separate training and inference phases. Current LLMs display some of these traits, but only in limited forms. They achieve generalization and some reasoning through training on massive datasets, a process that often takes weeks or months. However, these models build statistical correlations rather than developing causal, hierarchical world models. Incorporating new information is difficult; updating an LLM with fresh data poses a challenge because of the high risk of forgetting the knowledge learned from past data. They also occasionally suffer from poor contextual awareness, particularly during long or complex conversations. In contrast, the human brain operates very differently. We interact with the world through our bodies, generating data via sensory input and motor actions. Learning happens continuously as we compare our predictions with sensory feedback, adjusting our internal models accordingly. This lifelong, embodied learning process creates a rich and evolving world model—a contextual foundation that shapes all perception and decision-making. Knowledge is built hierarchically: Simple patterns become the building blocks for increasingly complex concepts. Over time, we form new associations from past experiences, enabling us to solve problems we've never encountered before. From LLMs To AGI: Bridging The Gaps To transition from LLMs to AGI in this way, we need to overcome several major limitations and introduce fundamentally new capabilities that most current AI systems lack. These include: Training a machine learning model is essentially an optimization problem: It involves adjusting the weights between nodes in a neural network to minimize prediction errors across massive datasets. This is typically done using an algorithm called gradient descent, which requires significant computational power—especially for large language models trained on nearly the entire internet. These models often contain billions of parameters, making training both resource-intensive and time-consuming. To move toward more efficient and adaptable systems, we need new learning algorithms—potentially inspired by biological processes like Hebbian learning, where connections strengthen based on experience. Such an approach could support continuous training, enabling models to learn and make predictions at the same time, rather than in separate phases. In current neural networks, knowledge is stored in a highly distributed and overlapping way. This makes it difficult to isolate specific pathways or selectively adjust weights without disrupting previously learned information—a challenge known as catastrophic forgetting. To overcome this, we need algorithms and architectures that promote self-organizing structures and hierarchical representations. These would allow knowledge to be compartmentalized more effectively, enabling models to learn continuously without overwriting what they already know. Hierarchies also encourage the reuse of existing knowledge, which can significantly accelerate the learning of new concepts. Our brains constantly construct and maintain internal models of the world that are tailored to the context of each situation. These models help us store relevant knowledge and use it to make accurate predictions. For example, when we move through our environment, we rely on a combination of visual input, somatosensory feedback and motor activity to build a three-dimensional mental map of the space around us. This internal model is what allows us to walk to the bed in the dark without bumping into anything, or to reach for an object we've dropped without needing to see it. Planning is what allows us to apply our knowledge in pursuit of favorable outcomes. At the core of this ability is an intrinsic reward model—a mechanism that enables a system to evaluate and compare multiple possible outcomes and choose the most beneficial one. To do this effectively, the model must map sequences of events onto a timeline and simulate the sensory feedback that different actions would produce. By estimating the reward associated with each sequence, the model can identify and select the most promising course of action. As new sensory input becomes available, the plan is continuously updated to adapt to changing circumstances. Closing Thoughts While no current model possesses all of the key attributes required for AGI—and some of the necessary algorithms haven't even been developed yet—it's safe to say that we're still quite a way off from achieving true AGI. At the same time, our understanding of how the human brain accomplishes these capabilities remains incomplete. Neuroscience continues to make progress, but studying the brain in action is limited by the current tools available, making breakthroughs slow and complex. That said, progress is steady. As research advances, AGI has the potential to unlock far more capable forms of machine intelligence, powering autonomous agents, self-driving vehicles, robotics and systems that can help tackle some of humanity's most difficult problems. Forbes Technology Council is an invitation-only community for world-class CIOs, CTOs and technology executives. Do I qualify?
Geeky Gadgets
24-06-2025
- Business
- Geeky Gadgets
Learn How Windsurf AI Workflows Can Save Time and Boost Efficiency
Imagine a world where your software development process runs like clockwork—no missed steps, no repetitive manual tasks, and no unnecessary delays. Sounds ideal, doesn't it? That's the promise of Windsurf workflows, a innovative approach to automating and streamlining the way developers work. By replacing tedious, error-prone tasks with structured, automated sequences, Windsurf workflows offer a solution that's not just about saving time—it's about transforming how you approach development entirely. Whether you're managing a small project or tackling a large-scale initiative, the ability to reduce inefficiencies and maintain consistency can make all the difference between a project that thrives and one that struggles. The official Windsurf team explain how Windsurf workflows can transform your development process. You'll discover how to create workflows tailored to your unique needs, execute them seamlessly, and unlock benefits like enhanced collaboration and built-in error handling. But this isn't just about the technicalities—it's about empowering you to focus on what truly matters: problem-solving, innovation, and delivering high-quality results. By the end, you'll see why workflows are more than just a tool—they're a mindset shift for modern development teams. So, what could your projects achieve with the right workflow in place? Streamlining Development with Workflows What Are Windsurf Workflows? Windsurf workflows are structured, automated sequences of tasks specifically designed to handle repetitive activities in software development. They allow you to define a series of steps that execute automatically, making sure consistency and reducing the likelihood of human error. Whether you are staging code changes, running tests, or committing updates, workflows provide a reliable framework to streamline these essential tasks. By automating routine processes, workflows free up valuable time, allowing you to focus on critical aspects of development such as problem-solving, innovation, and strategic planning. This approach not only improves productivity but also ensures that your projects maintain a high standard of quality. How to Create a Workflow Creating a workflow in Windsurf is a straightforward and customizable process, allowing you to tailor task sequences to meet the specific needs of your project. Follow these steps to get started: Access the workflow management screen by selecting the customizations icon within the Windsurf interface. Click the option to add a new workflow. Assign an invocable name, provide a concise description, and input the workflow content. Define the steps in your workflow. For instance, you might include tasks such as staging code changes, running automated tests, addressing detected errors, drafting a pull request, and committing the finalized code. This methodical approach ensures that your workflow is not only functional but also aligned with your development objectives. The ability to customize each step allows you to address the unique requirements of your project, making the workflow an integral part of your development process. Windsurf Workflows Guide Watch this video on YouTube. Here is a selection of other guides from our extensive library of content you may find of interest on Workflow automation. Executing a Workflow Once your workflow is configured, executing it becomes a seamless process. You can invoke the workflow by entering its designated command in Cascade, Windsurf's command execution interface. Cascade processes the workflow by executing each step in the predefined sequence, making sure that tasks are completed efficiently and in the correct order. Windsurf workflows also feature robust error-handling mechanisms. If an issue arises during execution, the system automatically addresses it, minimizing disruptions and maintaining workflow continuity. This level of automation allows you to focus on higher-priority tasks without the need for constant manual intervention, making sure that your development process remains smooth and uninterrupted. Key Benefits of Windsurf Workflows Windsurf workflows offer a wide range of advantages that can significantly enhance your software development process. These benefits include: Task Automation: Automating repetitive tasks reduces manual effort, minimizes errors, and saves both time and resources. Automating repetitive tasks reduces manual effort, minimizes errors, and saves both time and resources. Customizability: Workflows can be tailored to meet the specific requirements of your project, making sure they align with your development goals. Workflows can be tailored to meet the specific requirements of your project, making sure they align with your development goals. Error Handling: Built-in mechanisms automatically address issues during execution, maintaining workflow continuity and reducing downtime. Built-in mechanisms automatically address issues during execution, maintaining workflow continuity and reducing downtime. Collaboration: Workflows can be shared across teams, promoting consistency and improving teamwork by making sure everyone follows the same processes. Workflows can be shared across teams, promoting consistency and improving teamwork by making sure everyone follows the same processes. Scalability: Workflows are adaptable to the growing complexity and size of your projects, making them suitable for both small teams and large-scale initiatives. These features make Windsurf workflows an essential tool for modern software development teams. By optimizing processes and reducing inefficiencies, workflows enable teams to achieve better outcomes and deliver high-quality results. Enhancing Collaboration and Scalability One of the most impactful aspects of Windsurf workflows is their ability to enhance collaboration within development teams. By sharing workflows across your team, you ensure that everyone adheres to the same processes, reducing inconsistencies and fostering a cohesive working environment. This shared approach not only improves productivity but also strengthens teamwork by aligning all members toward common objectives. Additionally, Windsurf workflows are designed to be highly scalable. As your projects grow in size and complexity, workflows can be adjusted to accommodate new tasks, additional team members, and evolving requirements. This flexibility ensures that workflows remain effective and relevant, regardless of the scale of your development initiatives. Whether you are managing a small project or overseeing a large-scale operation, workflows provide the structure and adaptability needed to support your efforts. Maximizing Development Efficiency with Windsurf Workflows Windsurf workflows are a powerful tool for automating repetitive tasks, improving efficiency, and fostering collaboration in software development. By creating and executing custom workflows, you can streamline your processes, reduce errors, and focus on delivering high-quality code. The ability to customize workflows ensures that they align with your specific project goals, while their scalability makes them suitable for a wide range of development scenarios. Integrating workflows into your development practices not only enhances consistency but also saves time and boosts your team's productivity. By using the full potential of Windsurf workflows, you can optimize your development efforts and achieve better results, making them an indispensable asset for modern software development teams. Media Credit: Windsurf 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.
Zawya
23-06-2025
- Business
- Zawya
MTCIT invites EOI to develop office software locally in Oman
Muscat – In an effort to enhance digital sovereignty and support technology localisation, Ministry of Transport, Communications and Information Technology (MTCIT) has invited expressions of interest (EOI) from local companies and investors to develop open-source office software. The ministry's Internal Investment Committee has called on Omani firms with expertise in software development to propose solutions for word processing, presentations and spreadsheets based on open-source platforms. The aim is to deploy these applications across government and institutional settings, meeting standard office software requirements. MTCIT said the government plans to sign a licensing agreement with the selected developer for a fixed term, as part of wider national efforts to build local technological capabilities and reduce reliance on foreign proprietary systems. Interested firms must submit a formal letter expressing their interest, along with a preliminary operational model of the proposed solution, company profile, commercial registration and valid business licence. A preliminary economic feasibility study and documents demonstrating experience and technical capability are also required. All submissions must be in PDF format and emailed to investment@ Submission deadline is July 20. © Apex Press and Publishing Provided by SyndiGate Media Inc. (
Yahoo
20-06-2025
- Automotive
- Yahoo
United Nations Forum Elevates InnerSource as Essential Tool for Open Source Scaling
Mercedes-Benz Tech Innovation, Bosch Digital, CURIOSS, BBC, and Dutch Tax Administration Join Forces to Discuss InnerSource as Key Driver for Open Collaboration NEW YORK, June 20, 2025 /PRNewswire/ -- The United Nations hosted its first-ever InnerSource panel, marking a significant acknowledgment of this methodology as a cornerstone of organizational transformation and the adoption of open source principles. The distinguished panel featured global leaders from Mercedes-Benz Tech Innovation, Bosch Digital, CURIOSS, BBC, and Dutch Tax Administration, highlighting how InnerSource practices have been critical in driving unprecedented levels of cooperation across private sector enterprises, academic and research institutions, and government agencies worldwide. UN Open Source Week, hosted by the UN Office of Digital and Emerging Technologies (UN-ODET) and the UN Office of Information and Communications Technology (UN-OICT), engaged with the InnerSource Commons Foundation to organize this panel. The Chair of the Foundation, Dr. Daniel Izquierdo Cortázar led the esteemed guests of the panel. The event demonstrated the growing momentum behind InnerSource adoption as entities increasingly recognize the need for transparent, cooperative approaches to software development that eliminate traditional silos while maintaining security and governance standards. Georg Grütter, Chief Expert of InnerSource at Bosch Digital, kicked off the panel with an engaging skit addressing the common struggles that businesses face—challenges that InnerSource solves. Representatives from private companies, public services, and NGOs acted out the all-too-familiar difficulty of working cooperatively across departments and agencies. It was well received by the packed room, as the audience laughed and nodded in recognition as the story unfolded. Karel Rietveld, Specialist Open Source Software within the CTO Office for the Dutch Tax Administration, shared their open source journey and how InnerSource has played an essential role. "It has helped build connections throughout our organization," he stated. "We have seen growing demand across our engineering teams, as it has eased knowledge building and transfer." Panelists highlighted the emerging trend of government agencies worldwide investing in and practicing these approaches to drive cooperation between interdependent agencies. BBC Principal Software Engineer Tom Sadler expressed that their practice has been a driving factor in capturing the value of open source development as a company. This shift represents a fundamental change as the public sector moves towards shared platforms that maximize public investment and improve service delivery. Both private companies shared how their implementations have not only transformed their internal development practices but have also advanced their external partnerships with contributors. Dr. Wolfgang Gehring, FOSS Ambassador/OSPO Lead at Mercedes-Benz Tech Innovation, spoke to the vital role InnerSource practices played in open source adoption, citing their inclusion in the company's highly referenced FOSS Manifesto. The importance of purpose, culture, and communication was emphasized throughout the discussion of scaling collaborative development. These practices have proven instrumental in building and growing trust across companies, institutions, and NGOs. Clare Dillon, Community Lead at CURIOSS, noted, "The difference between open source and InnerSource is context. When you practice InnerSource, individuals and teams have the capacity to shape policies and processes to build a culture of trust." Such trust-based environments are increasingly sought after for their ability to accelerate innovation and transformation. These insights encourage leaders worldwide to consider InnerSource as a strategic approach to digital transformation, emphasizing that the benefits extend far beyond software development to include improved transparency, enhanced teamwork, and more effective use of public resources. About the InnerSource Commons Foundation The InnerSource Commons Foundation is a 501(c)(3) public charity that supports and connects over 3,000 individuals from more than 800 companies, academic institutions, and government agencies worldwide. Founded in 2015, the InnerSource Commons empowers organisations and people worldwide to apply and gain the benefits of open collaboration in their internal work. The Foundation facilitates the creation and sharing of knowledge about InnerSource, providing organizations with resources, community support, and best practices for implementing collaborative development methodologies within their internal operations. CONTACT: Addie Girouard, Director of Communications, InnerSource Commons Foundation, Email: addie@ Website: View original content to download multimedia: SOURCE InnerSource Commons Foundation
