Artificial intelligence is moving beyond research labs into everyday tools. From medical imaging to drug pipelines, from config automation to autonomous agents, the week shows how AI is reshaping both health and development workflows. The momentum spans clinical trials, financing rounds, and open‑source tooling, s...
Fazer backup do banco de dados é uma das práticas mais importantes para garantir a segurança e integridade das suas informações. Neste artigo, você vai aprender como usar o mysqldump para gerar backups e como restaurá-los de forma simples e eficiente.
Backups são essenciais para:
How Observability Engineering Cut Incident Response Time by 85% in Production
This is the final part of a three-part series. ← Part 1: Structured Logs and Correlation IDs · ← Part 2: Centralized Logging and Async Pipelines
This article covers two thing...
Here is the complete, final article ready to be copied and published on Substack, Dev.to, or Medium.
I Built a Voice-Controlled AI Agent in Python — Here's What Actually Went Wrong
When I got the assignment to build a voice-controlled local AI agent, my first thought was — how hard can it be? Record audio, transcribe it, run some code. Three days later, I had a much more honest answ...
If you're coming from Python and have used FastAPI, learning Rust’s Axum can feel confusing at first. But the good news is: the core ideas are almost the same.
Let’s break down this simple Axum server step by step and compare it with FastAPI so it clicks instantly.
When you train a neural network or any ML model, performance depends heavily on hyperparameters — learning rate, batch size, number of layers, regularization strength. Finding good values is expensive because each evaluation means training a model end to end.
The standard approaches each have tradeoffs:
Grid search tries every combination on a predefined grid. I...