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News
The Steelman: When an AI Agent Actually Earns Its Complexity
7+ hour, 27+ min ago (468+ words) A while back I wrote that most “AI agents” are just pipelines in a trench coat — deterministic workflows with an LLM call in them …...
Your AI Demo Works. Here's What Can Break in Production
12+ hour, 24+ min ago (528+ words) The gap between a working demo and a system people can actually depend on. A demo proves a concept. Production proves everything else. When you build a demo, you're answering one question: can this work at all? You pick clean…...
How to Learn Programming Faster Using AI
9+ hour, 21+ min ago (255+ words) A practical guide to using AI as your programming learning partner without becoming dependent on it. Learning programming can be difficult when you are just …...
AI Programming: How I Think Beginners Should Actually Learn It
9+ hour, 21+ min ago (461+ words) The first time I saw AI write code, I honestly thought programming was about to become much easier. You could type what you wanted in a …...
Computational Thinking: How Software Engineers Solve Problems?
9+ hour, 24+ min ago (496+ words) How can a real-world problem be transformed into a problem that a computer can solve? Abstract Software Engineers often work with …...
Smarter Python Configs: an OOP Framework
13+ hour, 41+ min ago (99+ words) Originally published on wisl.dev. Update: this framework grew into bakefile, a task runner: the same... Tagged with cicd, devops, oop, python....
meu primeiro teste: LuizaLabs
15+ hour, 3+ min ago (400+ words) Resolvi voltar a esse projeto agora e documentar aqui a lógica que usei e as decisões que tomei na época, tanto como registro pessoal dessa fase quanto para quem estiver enfrentando um desafio parecido hoje. 🔗 Repositório no GitHub Na época,…...
Stack vs. Heap: What a Million Allocations Taught Me About Memory
10+ hour, 53+ min ago (30+ words) A hands-on benchmark measuring the real latency and cache cost of stack allocation versus heap allocation, and the methodology …...
Chain of Responsibility em Java: como transformamos um if de 600 linhas em um pipeline de autorização de pagamentos
15+ hour, 33+ min ago (867+ words) Padrão comportamental · Java 21 · Spring Boot O Chain of Responsibility (Corrente de Responsabilidade) é um padrão comportamental do catálogo GoF. Padrões comportamentais tratam de como objetos se comunicam e distribuem responsabilidades entre si — diferente dos criacionais (como objetos nascem) e dos…...
Astra-Generated Code Has Become Completely Incomprehensible to Humans
16+ hour, 48+ min ago (851+ words) The other day, 𝕏 user @tenobrus posted a tweet describing this phenomenon: when GPT-6 Astra writes code, if it infers that "no human will actually read this piece of code", it will "stop writing for human readers, and stop writing…...