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Continue reading →: New Curriculum for Software Engineers in the Agentic Era
Not syntax. Not algorithms. The four disciplines that decide whether your org gets value from AI or just generates more code, faster. Where We Are in the Series In Episode 1, I wrote about what it actually takes to move agentic AI from POCs to production and why individual productivity…
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Continue reading →: From Script-Followers to Strategy-Makers
Episode 3: The Autonomous QA Loop In the previous episodes, we explored how Agentic AI transforms enterprise delivery. Episode 1 focused on the shift from isolated tools to intelligent systems. Episode 2 examined how agents can strengthen the Product Ownership layer by translating business needs into actionable user stories. Now,…
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Continue reading →: Episode 2 : From Prompts to Production, Agentic AI for Product Ownership
Over the past year, Product Owners (POs) and Business Analysts have eagerly adopted Generative AI to accelerate their daily workflows. We’ve all pasted messy meeting transcripts or rough client notes into an LLM and asked it to “write user stories.” The initial results feel magical hours of formatting and “blank…
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Continue reading →: Building Production-Ready Agentic AI Systems for Enterprise Software Delivery
Khurram Bilal Episode 1: From POCs to Production – What I Learned Building Agentic Engineering Workflows 1. Context: The Gap Between Potential and Reality Over the last year, we’ve all seen how rapidly AI capabilities especially Large Language Models (LLM) have advanced. From code generation to reasoning tasks, the progress…
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Continue reading →: “Assemble First, Think Later”: The Hidden Mistake That Ruins Products Waste Time and Burns Cash for Leaders in Tech Hiring
Building a technical team is not just about filling roles, it’s about laying the foundation of your product, your scalability, and your long-term execution capability. Yet, many founders and leaders make a critical mistake at this stage that quietly undermines everything that follows. The Core Mistake: Hiring Before Defining the…
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Continue reading →: Upgrading Tech Without Replacing Talent | The Power of the Fractional CTO
It is a common assumption in the business world that serious technical credibility requires a full-time, in-house Chief Technology Officer (CTO). For early-stage startups, this pressure often leads to hiring an expensive “technical co-founder” too early. For established companies, it often means promoting an early lead developer into an executive…
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Continue reading →: Why AI Threatens Coders More Than Engineers
There’s a prevailing narrative that AI is coming for engineers. That’s not exactly right. AI isn’t here to replace engineers, it’s here to replace coders. And if you don’t see the difference, that’s where the real risk lies. The Confusion: Coder vs. Engineer For years, we’ve treated coding and engineering…
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Continue reading →: Software Engineers Who Will Thrive in the AI-Powered Future
Why the role of engineers is shifting from writing code to designing systems in the age of AI. “AI writes messy code” If you’ve spent time in developer communities recently, you’ve probably heard this more than once. And to be fair, there’s some truth to it.AI-generated code can sometimes be…
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Continue reading →: Software Engineering Beyond Today
by: Khurram Bilal The Future of Software deliveryIn the world of software engineering, transformation rarely happens by accident. It emerges when we imagine boldly, design intentionally, and empower teams to build with clarity and purpose. The future of engineering isn’t just about writing better code, it’s about rethinking how we…
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Continue reading →: Engineering in the Age of AI: Adapt or Become Irrelevant
by: Khurram Bilal AI is no longer just a tool—it represents a fundamental shift in how we approach software development/engineering. As senior engineering leaders, it’s our responsibility to lead this transformation by fostering a culture of AI adoption—empowering our development teams to work smarter, faster, and more efficiently. This is…
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Welcome to Extramile-Engineers, your trusted corner of the internet for all things technology leadership and innovation. Here, I offer insights, guidance, and strategic support to help businesses navigate the ever-evolving tech landscape. Whether you’re a startup building your first stack or an enterprise refining your architecture, let’s engineer the future—together.
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