Qual a melhor arquitetura de dados para a sua aplicação de IA?

Most RAG tutorials stop at a notebook demo. I built a production pipeline — Bedrock Knowledge Bases, OpenSearch Serverless, S3 ingestion, Lambda query API, and CloudWatch observability — all in Terraform. Real configs, real costs, real lat…

I spent three weeks reading my own numbers wrong, and every mistake had the same shape: the...

Every voice agent has the same seam: a language model writes text for a reader, and a text-to-speech...

Google, Microsoft, OpenAI and Anthropic have announced support for work toward a shared way for...

I kept running into the same problem while learning about large language models. I'd read a blog...

The config line nobody reads twice Somewhere in your Claude Desktop, Cursor or Claude Code...

Want better answers from AI? Start by telling it who to be. In this episode of Prompt Pad,...

Researchers poisoned 0.1% of pretraining data. After clean SFT, DPO and RL, a 4B agent still wrote curl | bash on most path-triggered prompts.

I build Halal Food Scanner, an iPhone and Android app (Expo / React Native) that tells you if a food...

A prompt-injection benchmark, three bugs in my own scorer, and the result I only found after fixing...