Prompt Pad: Frame Your Persona for Better AI Answers

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...

Uma análise de Warehouse, Lake e Lakehouse e dos requisitos que cada um atende em ML, deep learning e RAG.

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...

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...