· Brittany Ellich · illustration · 1 min read
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I went from brain dump to a working productivity tool in a single day. Here's how listening to the How I AI podcast pushed me to finally experiment with personalized software, MCP, agents, and skills—and why I think it's time to get on board (with some caveats).
I spent 2025 going from skeptical to genuinely excited about AI tools. My non-tech friends and family spent 2025 learning to hate them. The AI industry has fumbled this introduction so badly that we've turned a useful set of tools into a cultural flashpoint - but the damage isn't irreversible.
2025 was my year of doing ALL the things - speaking at 5+ conferences, starting a podcast, shipping side projects, and somehow not completely burning out. I learned that momentum creates more momentum, perfectionism is overrated, and seeing people in real life again after years of isolation is actually really, really good.
I wanted to add book clubs to my GoodReads-like app (Collective), but ATProto doesn't have a standard way to handle shared group resources yet. So I'm building opensocial.community—a separate service that manages groups independently from any single app. This means the same book club could potentially work across multiple apps (imagine your book club having both a reading list in Collective AND a discussion forum in another app), and groups can migrate between providers if needed. It's probably over-engineered for my use case, but might help other ATProto developers building community features.