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Demo vs. Production: How AI Agents Power Real Product Success

AI agents go beyond traditional chatbots by understanding user intent, planning tasks, and taking real-world actions. They can use tools, call APIs, access data, and execute multi-step workflows. In production environments, AI agents rely on structured architectures, orchestration strategies, guardrails, and human oversight to ensure reliability, safety, and scalability.

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ARTICLES

Why Vector Search Isn’t Enough for RAG (and What to Use Instead)

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Harness Engineering Explained: The Real Work of AI Coding (And Why It Matters)

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AI Is Changing How Code Gets Written. Why AI-Generated Code Is Harder to Maintain Than You Think

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Articles

IDs : Integer Vs UUID Vs ULID

IDs can be defined in a variety of ways. The traditional method was to use an ID as an integer that auto-increments. When working with databases, it's a common belief that the ID generated by SQL is sufficient. However, modern applications are a lot more complex, and there are many different pieces that you need to think about that integer IDs will not suffice.

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Where UX/UI Design Is Headed in 2026

For technology leaders and executives, UX and UI decisions now influence adoption speed, operating cost, customer loyalty, and long-term differentiation. The following trends describe how experiences are being designed for 2026, and why they matter at a strategic level.

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What Is AI-Powered Product Discovery and How Can it Reduce the Risk of Building the Wrong Features?

This article explains the foundation of AI-powered product discovery and all the structural and strategic changes required before AI can truly accelerate anything.

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Articles

Mind the Gap Between Prototype and Production: Why AI Gets Hard After the Demo

Moving AI from a working demo to a reliable production system remains one of the most underestimated challenges in modern software development.

Articles

How Is AI Changing Manufacturing Quality Management?

AI changes how manufacturers detect customer-impacting issues, how quickly they investigate them, and how effectively they decide what to fix.

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Articles

Key Concepts of System Design

In this article, we will look at several important aspects of system design. We'll look at concepts like horizontal and vertical scaling and how these strategies work. We'll look at different database options and how to choose the best one for our specific needs. We will learn about caching mechanisms and the role of API Gateways. These key topics will give you a thorough understanding of syste...

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Articles

IDs : Integer Vs UUID Vs ULID

IDs can be defined in a variety of ways. The traditional method was to use an ID as an integer that auto-increments. When working with databases, it's a common belief that the ID generated by SQL is sufficient. However, modern applications are a lot more complex, and there are many different pieces that you need to think about that integer IDs will not suffice.