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Aksh Malviya

🏗️ Designing Products for Scale: When to Plan for Growth

🏗️ Designing Products for Scale: When to Plan for Growth

Introduction Building a great product is challenging. But building a product that handles growth—millions of users, complex use cases, rapid feature expansions—is another level altogether. Too often, startups either: Over-engineer in anticipation of scale that never comes, or Under-prepare and break under unexpected demand. So when should you
Jul 14, 2025 2 min read

Tech Debt vs. Feature Shipping: How to Strike the Right Balance

In today’s high-speed development world, teams constantly face a core dilemma: Should we keep shipping features fast, or should we pause to tackle technical debt? This isn’t just a technical debate—it’s a strategic one that can impact everything from delivery velocity to team morale and long-term
Jun 27, 2025 2 min read
Explainable AI: Why Transparency in Machine Learning Matters

Explainable AI: Why Transparency in Machine Learning Matters

Artificial Intelligence (AI) is transforming industries, but its increasing complexity has raised concerns about trust, ethics, and accountability. Explainable AI (XAI) addresses these concerns by making AI systems transparent and understandable. This article explores the importance of transparency in machine learning, its benefits, challenges, and strategies for implementation. What is
Apr 10, 2025 2 min read
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