Most Engineers Use AI. Few Engineer With It. Are You One of Them?

Nishanth Shetty — Fri, 17 Jul 2026 07:23:45 +0000

Let’s be honest: If you’re reading this, you’ve likely used an LLM to generate a boilerplate function, debug a stubborn CSS issue, or write a unit test this week.

We’ve officially moved past the "AI hype" phase and into the "AI utility" phase. But I’ve noticed a growing divide in the community, and it's not about who uses AI and who doesn't—it’s about how we use it.

There is a massive difference between using AI as a glorified autocomplete and using it as an engineering partner.

The Autocomplete Trap
When we treat AI as an autocomplete engine, we’re essentially just outsourcing the typing. We prompt, we copy-paste, we move on. The AI is a tool, but we are still operating in a "request-response" loop. The risk here? We start losing context. If you don't understand the code the model just hallucinated (or perfectly generated), you aren't engineering; you're just assembling parts you don't fully control.

The Shift: Engineering With AI
Engineering with AI looks different. It’s about building Agentic Workflows.

It’s about moving away from "Write me this function" to:

"Here is my architectural constraint. Analyze my codebase and suggest three ways to refactor this module for better performance, then write the automated test suite to verify those performance gains."

"Connect to my local terminal, watch my build errors, and maintain a stateful context of my project's dependencies to prevent regression."

When you start integrating models into your terminal, your CI/CD pipelines, and your local knowledge graphs, you stop being the guy who asks the chatbot for help. You start being the Systems Architect for an AI-powered dev environment.

Why This Matters for Your Career
The skill of 2026 isn't "knowing how to prompt." The skill is orchestration.

Knowing which models to call for what task (small/fast for linting, heavy/reasoning for architectural refactors), managing token costs, mitigating hallucinations via RAG, and maintaining secure local environments—that is the new stack.

I’m curious to hear from the community:

Where are you drawing the line between "AI helping" and "AI taking over"?

What is the one AI-integrated workflow in your local setup that actually changed the way you code? (For me, it’s been local context-aware terminal agents).

Are you worried that over-reliance on AI is dulling our fundamental problem-solving skills? Or is this just the next abstraction layer, like moving from Assembly to C?

Let’s talk in the comments. Are we building the future, or just letting the AI build it at us?

PowerApps: Transforming the Development Landscape

Nishanth Shetty — Wed, 17 Jul 2024 05:51:53 +0000

In the rapidly evolving world of technology, businesses are continually searching for ways to enhance productivity, streamline processes, and maintain a competitive edge. One innovation that has been making significant waves in the development landscape is Microsoft PowerApps. This powerful tool is revolutionizing how organizations approach app development, democratizing the process and enabling even those without a technical background to create sophisticated, functional applications. Let's explore how PowerApps is transforming the development landscape.

What is PowerApps?

Microsoft PowerApps is a suite of apps, services, connectors, and a data platform that provides a rapid development environment to build custom apps for your business needs. It allows users to create applications with a point-and-click approach to design, leveraging templates and drag-and-drop simplicity. These apps can then be connected to various data sources, including Microsoft’s Common Data Service (CDS), SharePoint, Dynamics 365, SQL Server, and other platforms.

Democratization of App Development

One of the most significant impacts of PowerApps is the democratization of app development. Traditionally, developing a business application required a team of developers with specialized coding skills, which could be both time-consuming and expensive. PowerApps breaks down these barriers by enabling “citizen developers”—individuals within an organization who may not have formal coding experience—to create and deploy apps.

The intuitive interface of PowerApps allows users to design applications through a visual builder, making the development process more accessible. With pre-built templates and easy-to-use tools, employees from various departments, such as HR, marketing, and finance, can develop applications tailored to their specific needs without relying on IT departments or external developers.

Accelerating Time to Market

Speed is a critical factor in today’s business environment. PowerApps significantly accelerates the development lifecycle, allowing businesses to respond to market demands and internal requirements swiftly. The platform’s low-code nature means that apps that previously took months to develop can now be built in weeks or even days.

Furthermore, PowerApps integrates seamlessly with other Microsoft products and services, reducing the time needed for integration and deployment. This synergy ensures that businesses can leverage existing investments in Microsoft technologies while quickly creating new solutions to enhance productivity and efficiency.

Enhancing Collaboration and Innovation

PowerApps fosters a culture of collaboration and innovation within organizations. By enabling a broader range of employees to participate in the app development process, it encourages diverse perspectives and ideas. Teams can work together to identify pain points and develop applications that address specific challenges, leading to more effective and innovative solutions.

The platform also supports collaboration through its integration with Microsoft Teams. Users can share apps, gather feedback, and iterate on solutions in a collaborative environment, promoting continuous improvement and innovation.

Cost-Effective Solution

Cost is a crucial consideration for any business initiative. Traditional app development can be expensive, with costs associated with hiring skilled developers, maintaining infrastructure, and ongoing support. PowerApps offers a cost-effective alternative by reducing the need for extensive coding expertise and leveraging cloud-based infrastructure.

Organizations can also benefit from the scalability of PowerApps. As needs evolve, businesses can scale their applications without significant additional investment, ensuring they only pay for what they use. This cost-efficiency makes PowerApps an attractive option for businesses of all sizes, from small startups to large enterprises.

Integration with Existing Systems

One of the standout features of PowerApps is its ability to integrate seamlessly with a wide range of data sources and systems. Businesses often have multiple systems in place, and the ability to connect these systems is crucial for creating cohesive and functional applications.

PowerApps offers connectors to numerous data sources, both within the Microsoft ecosystem and beyond. Whether it’s integrating with SharePoint for document management, Dynamics 365 for CRM, or external databases like SQL Server, PowerApps provides the flexibility needed to create comprehensive applications that bridge various systems and data silos.

Security and Compliance

In an era where data security and compliance are paramount, PowerApps provides robust security features to ensure that applications and data are protected. Built on the Microsoft Azure platform, PowerApps inherits the security, compliance, and governance features of Azure, offering enterprise-grade security.

PowerApps also supports role-based access control, ensuring that only authorized users can access sensitive data and functionality. This level of control is essential for businesses operating in regulated industries, where compliance with standards like GDPR, HIPAA, and others is critical.

Real-World Applications

The impact of PowerApps can be seen across various industries and use cases. For instance, healthcare organizations use PowerApps to create applications for patient management, appointment scheduling, and resource allocation. Manufacturing companies develop apps for inventory management, equipment maintenance, and quality control. Retail businesses leverage PowerApps for customer engagement, loyalty programs, and supply chain management.

These real-world applications demonstrate the versatility and power of PowerApps in addressing diverse business needs. By enabling the rapid development of tailored solutions, PowerApps helps organizations enhance efficiency, improve customer experiences, and drive business growth.

Conclusion

Microsoft PowerApps is transforming the development landscape by democratizing app development, accelerating time to market, enhancing collaboration and innovation, providing cost-effective solutions, integrating with existing systems, and ensuring security and compliance. As businesses continue to navigate the challenges and opportunities of the digital age, PowerApps offers a powerful tool to create and deploy custom applications that drive productivity and efficiency.

The rise of PowerApps signifies a shift towards a more inclusive and agile approach to app development, empowering organizations to harness the creativity and expertise of their entire workforce. But the shift from traditional software development to powerapps development can be daunting. Enlisting the help of a seasoned power apps development company can smooth the transition and help you reap the benefits faster.

DEV Community: Nishanth Shetty