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methology

A collection of 9 posts

Brain Rot vs Educated Guess

Brain Rot vs Educated Guess

Some people don’t understand how I manage to follow it all in IA news. I actually don’t follow it all, I have a very sharp filter about what is worth it and what is not, and that’s very different from scanning everything and do some triage. The

Arrogance vs. Survival

Arrogance vs. Survival

Why I think arrogance is often a symptom, not a personality trait. Arrogance has one of the worst reputations in modern culture. We’re taught to be humble. To stay open-minded. To listen. To doubt ourselves. To avoid sounding too confident. And generally speaking, that’s good advice. But

Your Shitty Team Of Specialized Agents

Your Shitty Team Of Specialized Agents

What's the purpose of splitting the work between different specialized agents? Are you following a tutorial without thinking it through, or are you actually solving a real problem you encountered? When trying to solve the “scaffold any simple NextJS frontend in less than 10 sec”, one of my

PayMe In Depth

The $100 Page Why I Built This This project began for a personal reason. It had no business goal. No product intention. No experiment framework. No message to communicate—at least not at the beginning. The objective was simpler than that. I needed to build something. Not something useful. Not

Did You Know Most Developers Are Vibe-Choosing Their AI Tools?

Did You Know Most Developers Are Vibe-Choosing Their AI Tools?

Most developers aren't really choosing their AI coding tools—they're vibe-choosing. They stick with the first tool that solved a hard problem, never questioning if better options exist. This deep dive explores the invisible criteria that actually matter

Debugging the Undebuggable: Pro Tips for Non-Reproducible Issues

Debugging the Undebuggable: Pro Tips for Non-Reproducible Issues

Identifying the Challenge One of the most significant obstacles developers face in mass production environments is the difficulty in identifying and reproducing bugs due to extreme conditions. This challenge not only leads to frustration among all project stakeholders but also results in substantial time and resource expenditure, often yielding unsatisfactory

Automate Localization for Hardcoded Strings With AI

Automate Localization for Hardcoded Strings With AI

Introduction While I'm somehow impressed by what Language Learning Models (LLMs) can accomplish, their limitations within Integrated Development Environments (IDEs) assistants are somewhat disappointing. For example, they can't scan an entire project and comment on all non-compiling code so it compiles, nor can they transform

The (Unexpected) Benefits Of Notion AI’s Approach

The (Unexpected) Benefits Of Notion AI’s Approach

Initially Overlooked I use Notion personally to compile my notes and knowledge. While I wasn't initially a fan, I've come to choose it primarily for two important features: * The ability to publicly share a personal page * Notion AI Artificial Intelligence (AI) is revolutionizing various aspects of

The Tale of the Crypto Sniper Bot: A Step Back Toward the Lean Methodology

The Tale of the Crypto Sniper Bot: A Step Back Toward the Lean Methodology

Introduction As I embarked on a personal project, I was motivated by the desire to make a hefty sum of money in a short span. The project involved a cryptocurrency mechanism called a "sniper bot". The principle of the sniper bot is to scan all newly minted cryptocurrencies