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June 10.2025
3 Minutes Read

Unlocking the Future: Designing an AI Native Engineering Organization

Retro computer screen with AI native engineering text, neon cityscape.

Understanding the Shift Towards AI Native Engineering

As we delve into the contemporary business landscape, one thing becomes increasingly clear: the need for AI native engineering organizations is paramount. Businesses today must embrace the integration of artificial intelligence not merely as a tool but as a foundational pillar in their structural design. This paradigm shift signifies a departure from traditional engineering models to one that thrives on automation, adaptability, and innovative thinking.

In 'How to Design an AI Native Engineering Organization', the discussion dives into the pivotal role AI plays in shaping modern business, exploring key insights that sparked deeper analysis on our end.

The Benefits of AI Integration

For business owners, understanding how to create an AI native organization presents profound opportunities. Integrating artificial intelligence into the core of your operations can lead to enhanced efficiency, better data management, and a more agile response to market changes. Acknowledging and harnessing the potential of AI can yield significant competitive advantages. In an era where data reigns supreme, companies that effectively utilize artificial intelligence will set themselves apart by wielding insights that drive strategic decision-making.

Key Strategies for Design

Designing an AI native engineering organization requires employing specific strategies that marry technological innovation with operational goals. Begin by fostering an environment that encourages collaboration between technology teams and business units. This collaboration is essential for understanding how AI can solve real-world problems.

Additionally, training employees on AI tools and methodologies ensures that the workforce is equipped to leverage these advancements. Fostering a culture of continuous learning will empower your teams to innovate and adapt as technology continues to evolve. Furthermore, establishing clear metrics for success will help measure the impact of AI on your organization.

Real-World Examples of Successful AI Integration

Many industry leaders exemplify the successful transition towards AI native organizations. Companies like Amazon and Google have effectively integrated AI into their operations, resulting in increased efficiency and enhanced customer experiences. Their ability to analyze consumer data and adapt services in real-time showcases the transformative power of AI in action.

These companies serve as models for smaller businesses seeking to adopt similar strategies. They illustrate that with thoughtful planning and execution, organizations can realize substantial gains in efficiency and profitability through AI integration.

The Road Ahead: Future Trends in AI Native Design

The future landscape of AI native engineering design is poised for rapid evolution. Predictions suggest a stronger focus on ethical AI usage, data privacy, and equitable access to AI technologies. Business owners must stay abreast of these trends to ensure their organizations are prepared for the challenges and opportunities that lie ahead.

Moreover, the conversation surrounding AI will grow more nuanced, emphasizing collaboration between AI systems and human input, not substitution. Engaging employees in this discourse will foster greater acceptance and integration of AI into your organizational culture.

Actionable Insights for Business Owners

As we navigate the journey towards embracing AI, actionable insights become critical. Business owners should start assessing their current systems and identifying areas where AI integration could yield the most benefit. This assessment may involve investing in specialized AI training for teams, seeking partnerships with technology innovators, and exploring AI-driven tools that can streamline processes.

Moreover, it is paramount to emphasize the importance of data quality—without clean, actionable data, the potential of AI remains untapped. Establishing robust data collection and management protocols will empower your organization to leverage AI effectively.

Conclusion: Don’t Wait to Leap into AI

With the immense potential that AI holds for transforming business operations, the message to business owners is clear: there’s no time like the present to begin integrating AI into your organization. As we've explored in the discussion on How to Design an AI Native Engineering Organization, the approaches and insights shared provide a roadmap for making informed decisions. If you’re ready to seize the competitive edge, START USING AI NOW.

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06.28.2025

Exploring Congress’ Call for a 4-Day Workweek Empowered by AI

Update The Push Towards a 4-Day Workweek: A Technological Opportunity The emergence of artificial intelligence (AI) has sparked vibrant discussions around the future of work, particularly in its potential to redefine traditional working hours. Recently, Senator Bernie Sanders proposed the idea of a 4-day workweek, suggesting that productivity gains afforded by AI should translate into less working time for employees. This suggestion, far from being radical, mirrors trends already in motion within certain organizations worldwide. Companies like Microsoft Japan, for instance, have reported a productivity boost of 40% following their trials of a 4-day workweek approach. Similarly, 61 UK companies saw revenue growth from implementing this structure. This sparks an important conversation around how AI could be leveraged to improve the balance between work and personal life.In 'Should AI Mean a 4 Day Workweek?', the discussion dives into groundbreaking concepts in labor distribution amid technological advancement, exploring key insights that sparked deeper analysis on our end. Historical Context: A Shift in Work Culture The idea of a shorter workweek is not new; it has been around since the early 20th century. Organizations have long acknowledged that employees who have a better work-life balance tend to be more productive and engaged. Historically, labor movements have advocated for reduced work hours, which culminated in the establishment of the standard 40-hour workweek. However, with advancements in technology such as AI, the conversation has shifted. Now, the prospect of less work for greater productivity is possible, yet it remains to be seen how quickly businesses will adapt. Value of Reducing Work Hours: More Than Just Time Off Adopting a 4-day workweek could provide numerous benefits, not just for employees but also for businesses. Senator Sanders emphasized that the time saved could be used for family, education, or personal projects—creating a workforce that is fulfilled and thus, potentially more engaged. Increased fulfillment is likely to result in reduced turnover rates and lower recruitment costs, which are vital in today’s competitive labor market. Counterarguments: Balancing Efficiency with Worker Expectations However, there are legitimate counterarguments to the mandatory implementation of a shorter work week. Critics argue that productivity might plateau if the workweek is shortened across the board, and those who wish to work more hours might penetrate competitive structures. Moreover, some may fill their free time with side jobs, detracting from the intended aim of a balanced lifestyle. Finding the right balance between hours worked and productivity remains a complex challenge. The Future of Work: Redefining the Social Contract As we move towards a potentially hyper-abundant world fueled by AI advancements, we must consider what the 'social contract' for labor will look like. The dominant paradigm of work could shift, transforming definitions of productivity, success, and fulfillment. We need open discussions that address how to distribute the benefits of transformative technologies fairly while ensuring that hard work is still acknowledged. AI Transformations: Implementing Change in Your Business For business owners looking to adopt technological changes such as AI and the 4-day workweek, it will be essential to harness tools and resources that facilitate this transition. Embracing AI tools can streamline operations and enhance productivity, providing the framework necessary to implement shorter work weeks effectively. Prioritizing employee satisfaction and leveraging AI might just lead to a more loyal and productive workforce. Practical Tips: Starting with AI in Your Workplace For those ready to begin their journey into AI and explore innovative work structures, there are actionable steps to consider: Assess your current operations: Identify routine tasks that can be automated through AI. Invest in AI solutions: Choose software that aligns with your business model and needs. Encourage a culture of experimentation: Allow your team to test AI applications and solicit feedback. Evaluate outcomes: Measure productivity and employee well-being regularly to gauge success. By taking these steps, business owners can lay the groundwork for an AI-integrated future that not only embraces technology but also enhances the overall quality of work and personal life for employees. As we consider these insights about the potential for a 4-day workweek, it’s vital to act. The conversation around AI and productivity is just beginning, and now is the time to start using AI solutions in your business.

06.27.2025

Salesforce Agentforce 3.0: The Evolution of AI in Business Solutions

Update Salesforce's Agentforce 3.0: A Game-Changer in AI Implementation The latest update from Salesforce, known as Agentforce 3.0, marks a significant milestone in the deployment of AI within enterprises. With this upgrade, Salesforce has introduced essential features designed to enhance operational efficiency and agent interoperability. The most notable addition is the command center feature, providing executives with real-time visibility into agent performance—a crucial capability in today’s data-driven business landscape.In 'MCP and Observability Come to Agentforce 3.0', the discussion dives into Salesforce's latest AI advancements, prompting an analysis of their potential impact on business operations. Understanding MCP and A2A Interoperability The introduction of native MCP (Multichannel Protocol) support is a pivotal enhancement for businesses, enabling agents to seamlessly access multiple data sources without the cumbersome need to establish individual connections. Think of it as a universal plug—for data. This streamlining effect can boost efficiency considerably. A2A (Agent-to-Agent) interoperability also facilitates smoother communication between agents, further simplifying operations. Together, these functionalities ensure businesses can react swiftly and effectively to dynamic market requirements. The Shift Towards Operational Excellence According to Salesforce's EVP, JS Govindarajan, the platform is designed to handle what he terms 'day two problems.' These are the operational challenges that arise after initial deployment, stressing the importance of observability in managing technology. As more businesses adapt AI agents, understanding their performance and real-world impact becomes critical. With Agentforce 3.0, companies are not just engaging in AI experimentation but are integrating these agents into their core operations. Setting the Standard for Enterprise AI Tools The importance of Salesforce's advancements cannot be overstated; they lay the groundwork for what can be expected across enterprise agent platforms. As Salesforce aggressively transitions towards using AI, particularly within operational frameworks, they are influencing customer expectations industry-wide. This shift points toward an increasing trend where businesses will prioritize real-time data visibility and agent efficiency, fundamentally changing how they operate in the digital landscape. Observing the Market: Where Do Other Companies Stand? Salesforce's competitive moves prompt us to examine other major players like Microsoft and Google. Notably, they are also racing to enhance their AI offerings. For instance, Microsoft has been criticized for the initial deployment of Copilot, with various users expressing dissatisfaction regarding its effectiveness. In contrast, Salesforce appears to be sharply focused on deploying functional solutions that address key operational needs. The Future of AI in Business: Insights and Predictions As businesses continue to embrace AI technologies, upcoming trends will likely include more robust solutions that offer tailored experiences. The insights gained from platforms like Salesforce's Agentforce can guide organizations in forging their paths in AI implementation. Furthermore, with such tools becoming integral to business operations, we may see a surge in AI-related investments as companies seek to leverage unique solutions that enhance their capabilities and efficiency. Actionable Insights: How Businesses Can Start Using AI Now If you are a business owner and you feel overwhelmed by the rapidly changing tech landscape, the introduction of Agentforce 3.0 provides a roadmap to start leveraging AI effectively. Begin by assessing your current operational challenges, and explore how integrated AI features could solve them. Start experimenting with smaller AI applications tailored specifically to your business goals, utilizing the insights garnered from platforms like Salesforce. Remember, the best time to embrace AI is now—don’t wait for competitors to leave you behind.

06.27.2025

Unlocking Business Potential: How Vibe Coding is Revolutionizing Software Development

Update Understanding Vibe Coding: A New Era in Software Development In recent months, the term vibe coding has exploded onto the tech scene, transitioning from a niche concept to a primary driver of innovation in software development. As tools develop rapidly, we are witnessing profound shifts in how coding is understood and applied, particularly with the introduction of new platforms and applications like Google's Gemini CLI and Claude's vibe coding experience from Anthropic. This growing phenomenon is a game-changer for business owners, granting unprecedented access to coding capabilities that were previously reserved for trained engineers.In 'Everything is Now a Vibe Coding App', the discussion dives into the rise of vibe coding as a transformative approach to software development, exploring key insights that sparked deeper analysis on our end. The Cultural Impact of Vibe Coding Vibe coding, described first by AI pioneer Andre Carpathy, emphasizes fluid communication with software through natural language, moving beyond traditional coding syntax. This sort of development allows even those without extensive programming knowledge to create and deploy applications in a fraction of the time typically required. In fact, recent global hackathons, such as the one hosted by Lovable, have resulted in a staggering number of applications created worldwide, outpacing even some of the early internet’s growth metrics. Such developments suggest that vibe coding is laying the groundwork for a cultural shift in how we perceive coding and technology. Expanding Your Toolkit: Vibe Coding Apps For business owners, the practical applications of vibe coding tools can greatly streamline operations, making it easier to customize solutions to meet unique challenges. For instance, with the launch of Gemini CLI, companies can access coding features directly from their terminal, enhancing productivity. The tool’s impressive coding capabilities are powered by Google’s Gemini 2.5 Pro model, making it a competitive alternative to established platforms like GitHub Copilot. Similarly, Anthropic’s Claude not only allows users to generate code through natural language registers but also to create and share fully functional applications with minimal fuss. The stark reality is that businesses can bypass traditionally expensive software solutions, opting instead for tailor-made apps built in hours, not days or weeks. Future Trends: Where Vibe Coding is Headed The rapid implementation of vibe coding technologies raises thought-provoking questions about the future of software development. As tools mature, will enterprises continue to invest in costly traditional software solutions, or will they embrace the agile and responsive capabilities offered by vibe coding? Replet’s CEO, Amjud MSAD, predicts a reimagining of enterprise software wherein user requirements dictate app development, moving toward a system where automation can directly address users' real-time needs without bureaucratic delays. Insights like these illustrate how quickly vibe coding is transforming enterprises. Perhaps it is only a matter of time before small business owners can build robust tools on the fly, altering industry dynamics significantly. Overcoming Challenges in Embracing Vibe Coding While the appeal of vibe coding is clear, business owners must navigate new challenges. For example, how does one ensure the quality of code generated through automated processes? Additionally, there may be resistance from traditional developers concerned about job security or efficacy when utilizing AI in software creation. However, many experts, including OpenAI’s Aiden McLofflin, argue that while AI might take over some repetitive tasks, it is fostering an environment where more individuals can participate in coding, ultimately leading to greater innovation. Building a Competitive Edge with Vibe Coding Investing in vibe coding tools can serve as a unique competitive advantage in today’s fast-paced marketplace. By leveraging platforms like Gemini CLI and Claude, business owners can quickly prototype solutions that meet specific demands, allowing for rapid iteration and flexibility. The outcomes? Enhanced productivity, reduced costs, and the ability to stand out in an increasingly crowded market. As we’ve seen from recent developments, vibe coding is not just a passing trend but an underlying movement poised to reshape the software landscape. If you’re intrigued by how these advanced coding tools can elevate your business strategy, it’s time to act. START USING AI NOW. Embrace vibe coding platforms to unlock the potential of your business today.

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#721","city":"Greenville","state":"SC","zip":"29341","email":"support@divinewebconsultants.com","tos":"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","privacy":"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