Today is the 25th of April, anniversary of Portugal's Carnation Revolution. Given our global context, it's a good moment to remember what it was like to live under four decades of authoritarian rule and to celebrate the people who fought to restore democracy 48 years ago... 🧵

Some observations from the past few weeks across AI Engineer Paris Conf, MCP Dev Summit, OpenAI Dev Day, and the Open Source Finance Forum: - Field evolving even faster (!), especially around agentic. - MCP protocol is quickly becoming the de facto interface between data &

So the word on X is that Claude Opus 4.5 is fairly close to the 'end game' in s/w engineering. Considering how much we can do on gpt-5.1-codex-high, I'm rather inclined to believe. GPT 5.1 is breezing through complex migration tasks that were absolutely phantasy a few

It's well-established for us that using Pydantic - pydantic V2, pydantic-ai, pydantic-settings, etc - leads to higher-quality code from LLMs (types are well-known). But I can swear that the presence of those packages makes the models fundamentally smarter 😀 It's as if they

If AWS revenue dips this quarter, it’s probably because ChatGPT helps clean out years of forgotten cloud bloat 🤣 Incredible how much unnecessary stuff hides in an account...