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Turning my story folder into a writing system using loop engineering
I have hundreds of stories sitting in a folder. Some are developed ideas. Some are handwritten notes, bullet points, images, or short lessons captured before I…
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How The AI-Native Approach Is Changing Software Delivery
Over the last six months, software delivery has started to feel different. The shift is not only about individual developers getting help from coding assistants and…
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Gemma 4: Open Models Getting Seriously Practical
Shipping intelligent features has always come with a hidden cost: spiraling API bills or vendor lock-in. Google’s April 2, 2026 release of Gemma 4 shows that…
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From Search Bar to Strategy Partner: Elevating Your AI Game
Most people use AI like a supercharged Google search—and honestly, that’s already mind-blowing. But the real magic happens when you push it beyond answers and turn…
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Structured Response from GPT
Apart from getting a response in text format from a GPT model, it’s also possible to specify the desired response format in the prompt and get…
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Exploring OpenAI APIs
Exploring the OpenAI APIs is a great way to start learning about different models and their capabilities, and find inspiration for your tasks and use cases. …
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Enabling ML Capability
The following diagram shows a software product with machine learning (ML) capability enabled in that. If APIs already back the product, then enabling ML means exposing…
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Generating Ground Truth Images
Ground truth images are essential for the evaluation of object detection or background subtraction techniques. Now what is a ground truth image? Let’s consider a video…
