> 🇺🇸 *You can also read the English version of this article on [AWS Community Builders](https://builder.aws.com/content/3Jybv1TohV8qpvJ80e1JopCd9pN/claude-and-obsidian-how-a-qa-professional-uses-these-tools-on-a-daily-basis).*
Ser QA nessa era de IA tem sido bem desafiador, principalmente quando ...
*Remember when using autocomplete meant you weren't "really" programming?*

*A real [Stack Overflow question](https://softwareengineering.stackexchange.com/questions/114520/is-it-wrong-or-ba...
I've been an emergency doctor in Serbia for 12 years, Emergency medicine is intense, and burnout is real. This summer I started building websites out of pure curiosity, and as a way to switch off after shifts.
My coding background: a little BASIC and Pascal, a very long time ago,lol. Since then, no...
---
title: "Count It or Compute It: When a Tool Returns Rows, the Models That Count Them Right Spend the Tokens"
published: true
series: Kaggle
description: "A Kaggle benchmark of the step agents rarely test: counting what a tool returns. Ten models, 68 questions, one tool that returns the count and...
There's a new kind of technical debt, and it doesn't come from cutting corners. It comes from reaching for the most impressive tool in the room.
Call it resume-driven AI engineering: picking an agent framework, a vector database, or a multi-model orchestration layer because it looks great on a CV, ...
*How AI is changing project management, from traditional task tracking to workflows where AI agents become part of the team.*
AI has changed how software gets written.
But I think we're only starting to understand how much it is going to change how software teams **manage work**.
.*

I started this hackathon building a dream journal.
A few da...
I'm building ByteFlow, a no-code platform for agentic applications. It started as a workflow-automation tool and was later repositioned toward agents, so I've spent a lot of time thinking about where one ends and the other begins. I've also watched teams make the mistake in both directions: forcing ...