ickas
@ickasdev

I build with AI and write about what actually works: agents, dev tools, and Portugal's AI scene. VP of Engineering at @LayerXlab

 Portugal
ickas.dev
Joined December 2008
2,720 Photos and videos
Article

Nunca digas a password ao teu agente de IA

Mais cedo ou mais tarde, toda a gente que começa a usar um agente de IA chega ao mesmo momento. O agente está a fazer algo genuinamente útil, a verificar voos, a preencher um formulário, a comparar
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Ninguém te ensinou a delegar e é por isso que não usas Agentes de IA

O Josh Miller publicou algo esta semana que me ficou na cabeça. A tecnologia dos agentes de IA está pronta. Os modelos são absurdos. Todas as grandes tecnológicas têm uma plataforma de agentes. E
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X open-sourced its moderation stack: a guide to the August 2026 update

In January I wrote about how the X algorithm really works. In May, the rulebook got thrown out. The August 13 drop is the biggest one yet. The repo grew from around 216 files to 2,015, across 25
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Turning an old Intel Mac mini into a personal agent server

There's a 2018 Mac mini that's been sitting on a shelf at home for a while. Intel i3, four cores, the kind of machine that gets quietly skipped over in 2026 because it can't run Apple's local model
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The X Algorithm Just Threw Out the Rulebook: A Plain-English Guide to the May 2026 Update

Back in January I wrote about how the X algorithm really works. That post is mostly still right about behaviour signals, but a lot of the specific mechanics I described are now gone. Here's what
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How the X Algorithm Really Works — And What It Means for You

A simple, non-technical guide to understanding how X decides what you see — and what it means for anyone trying to grow their audience. TL;DR The X algorithm is essentially a prediction machine that

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AI Skills vs. Sub-Agents: the architecture decision that will define your next AI project

There's this moment every builder hits when designing an AI system. You've got your main agent working, it's doing the thing, but now you need it to do more. More domains. More capabilities. More
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