--- title: "Alair Tavares Jr (@alairjt) | Hashnode" description: "Alair Tavares Jr (@alairjt) writes on Hashnode. Read their latest articles and follow their work." url: "https://hashnode.com/@alairjt" --- @alairjt # Alair Tavares Jr @alairjt · Joined March 2026 [Website](https://alair.com.br/) ### [26,8 Bilhões de Tokens em 46 Dias: Minha Experiência Extrema Operando o Claude Code](https://alair.hashnode.dev/268-bilhoes-de-tokens-em-46-dias-minha-experiencia-extrema-operando-o-claude-code?utm_source=hashnode&utm_medium=feed) Em 46 dias ativos — um período de trabalho ininterrupto, operando praticamente todos os dias —, minha integração com o Claude Code atingiu uma escala que redefiniu minha forma de desenvolver software. Não usei a inteligência artificial apenas para ti... 7 min read · [alair.hashnode.dev](https://alair.hashnode.dev/268-bilhoes-de-tokens-em-46-dias-minha-experiencia-extrema-operando-o-claude-code?utm_source=hashnode&utm_medium=feed) [Apr 17](https://hashnode.com/posts/268-bilhoes-de-tokens-em-46-dias-minha-experiencia-extrema-operando-o-claude-code/69e2ae4dfc41a780162ff3c0) ### [Scaling Myself: Processing 26.8 Billion Tokens in 46 Days with Claude Code](https://alair.hashnode.dev/scaling-myself-processing-268-billion-tokens-in-46-days-with-claude-code?utm_source=hashnode&utm_medium=feed) For 46 straight days, I submerged myself in code, treating AI not as a glorified chatbot, but as the underlying operating system of my development workflow. Over this non-stop span, I used Claude Code to push my productivity to levels that would conv... 7 min read · [alair.hashnode.dev](https://alair.hashnode.dev/scaling-myself-processing-268-billion-tokens-in-46-days-with-claude-code?utm_source=hashnode&utm_medium=feed) [Apr 17](https://hashnode.com/posts/scaling-myself-processing-268-billion-tokens-in-46-days-with-claude-code/69e2ae476dd82b40153048cd) ### [AI-Augmented Developer: Transformando Agentes de IA em Engenheiros Disciplinados](https://alair.hashnode.dev/ai-augmented-developer-transformando-agentes-de-ia-em-engenheiros-disciplinados?utm_source=hashnode&utm_medium=feed) O Problema Oculto do Desenvolvimento com IA Quem desenvolve com Inteligência Artificial conhece bem o ciclo: você descreve uma nova feature, o agente sai escrevendo código antes mesmo de entender completamente o problema, ignora os testes, inventa co... 7 min read · [alair.hashnode.dev](https://alair.hashnode.dev/ai-augmented-developer-transformando-agentes-de-ia-em-engenheiros-disciplinados?utm_source=hashnode&utm_medium=feed) [Apr 15](https://hashnode.com/posts/ai-augmented-developer-transformando-agentes-de-ia-em-engenheiros-disciplinados/69dfeadc90236d1c3ca67198) ### [AI-Augmented Developer: How to Turn Your AI Agent into a Disciplined Engineer](https://alair.hashnode.dev/ai-augmented-developer-how-to-turn-your-ai-agent-into-a-disciplined-engineer?utm_source=hashnode&utm_medium=feed) The Problem Nobody Wants to Admit If you build software with AI, you know the loop: you describe a feature, and the agent jumps straight into writing code before understanding the problem. It skips the tests, invents context, and three hours later, y... 6 min read · [alair.hashnode.dev](https://alair.hashnode.dev/ai-augmented-developer-how-to-turn-your-ai-agent-into-a-disciplined-engineer?utm_source=hashnode&utm_medium=feed) [Apr 15](https://hashnode.com/posts/ai-augmented-developer-how-to-turn-your-ai-agent-into-a-disciplined-engineer/69dfeada90236d1c3ca67196) ### [Como Tornar o Claude Code Mais Inteligente](https://alair.hashnode.dev/como-tornar-o-claude-code-mais-inteligente?utm_source=hashnode&utm_medium=feed) O Problema: Quando o Modelo Decide Não Pensar O Adaptive Thinking funciona assim: antes de cada resposta, o modelo avalia a complexidade percebida da sua requisição e aloca tokens de raciocínio proporcionalmente. Tarefa simples? Poucos tokens. Tarefa... 4 min read · [alair.hashnode.dev](https://alair.hashnode.dev/como-tornar-o-claude-code-mais-inteligente?utm_source=hashnode&utm_medium=feed) [Apr 14](https://hashnode.com/posts/como-tornar-o-claude-code-mais-inteligente/69de4b0f4134ab15aea4b95d)