6d ago · 14 min read · TLDR: At its core, GPT asks one question, repeated: "Given everything so far, what is the most likely next token?" Tokens are not words — they're subword units. The Transformer architecture uses self-attention to weigh how much each token should infl...
Join discussionMar 5 · 8 min read · Three weeks ago, I was staring at a Claude response that confidently gave me the wrong SQL query. Not slightly wrong — completely wrong logic, wrong joins, wrong everything. The query looked right, which made it worse. My prompt was clear (I thought)...
Join discussionMar 4 · 8 min read · Six months ago I shipped a feature that was supposed to extract structured data from messy customer support tickets — severity, product area, a short summary. Simple enough. I spent maybe two hours on the prompt, got it looking reasonable in playgrou...
Join discussionFeb 19 · 5 min read · A step-by-step guide to setting up Kilo Code API with OpenClaw — with the sync script that makes it all work. A few weeks ago, I was juggling three different API keys and auths just to test various AI models. GPT-5.2, sonnet-4.5, Gemini... you get t...
Join discussionFeb 17 · 8 min read · GPT-5.3 Codex: o modelo que vai além de escrever código A OpenAI acabou de lançar o GPT-5.3 Codex em fevereiro de 2026, e não é só "mais um modelo de código". É um modelo que opera seu computador de ponta a ponta. Não é copilot. Não é autocomplete. É...
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Feb 13 · 9 min read · Metadata { "seo_title": "Build Custom GPT Models: OpenAI Fine-Tuning API Guide 2025", "meta_description": "Learn to build production-ready custom GPT models using OpenAI's Fine-Tuning API. Complete TypeScript guide with code examples, pitfalls, a...
Join discussionFeb 6 · 5 min read · GPT-5.3-Codex: Ushering in a New Era of AI Code Generation 🚀 💡 TL;DR GPT-5.3-Codex is OpenAI's latest AI-powered tool for automating and optimizing code creation. It’s faster, more accurate, and more versatile than past versions, making it a game-c...
Join discussionJan 27 · 11 min read · The Era of Prompt-Driven Development Let me start with a bold statement: I no longer need to code if I'm good at prompting & problem solving... This isn't hyperbole, it's the reality of 2026. Over the past 6 days, I completely rebuilt my portfolio we...
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Jan 24 · 7 min read · The Prompt Whisperer's Guide (You, after reading this article) You've learned what LLMs are and how they work. Now comes the actual skill: making them do what you want. This is harder than it sounds. LLMs are like that one coworker who's brilliant b...
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