Jun 5 · 6 min read · Introduction Preparing for technical interviews is a real problem. Reading static question lists gives no feedback. Practising with friends is inconsistent. I wanted to see if a Generative AI workflow
Join discussionJun 4 · 5 min read · Introduction: The Mentorship Bottleneck in Developer Education In our FYP, a collaborative learning platform called Opticode, real-time mentorship was the ultimate accelerator for beginner programmers
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Jun 3 · 42 min read · Introduction Prompt engineering was, until very recently, the dominant lens through which practitioners understood how to work with large language models. Write better prompts, get better outputs. Tha
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May 30 · 6 min read · Why does ChatGPT sometimes deliver brilliant insights and other times produce banalities? The answer lies not in model parameters but in the architecture of cognitive loops we're only beginning to und
Join discussionMay 28 · 5 min read · When I started building an AI product that needed to drive a real UI, I hit a wall that every LLM-wrapper dev hits eventually: the model returns beautiful prose, but my frontend needs structured data.
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