Transforming TalkTastic: Embracing AI to Simplify Development Challenges
👋 Hey Insiders! @channel Before it goes public in a few hours, I wanted to share something important with you all - a pretty radical change in how we're approaching TalkTastic's development. I've written a longer piece about this on Substack (which I'll share tomorrow), but here's the straight talk: Our codebase is a spaghetti monster, the complexity of which exceeds human working memory. Fixing one bug creates three new ones. The system's intricacy has reached a point where no single engineer can understand it in any reasonable timeframe. For months, I tried to push our team to go all-in on AI. "It's just a tool, like any other," they said. "Don't tell me how to do my job." But they were missing something fundamental: When complexity exceeds human comprehension, you need more than just tools - you need to enhance your own intelligence to succeed. After months of resistance to this vision, I've made some big changes:
Gone all-in on AI tools to slay the spaghetti monster
Fired the entire product team
Taken over macOS development myself
Unleashed the extremely talented Emil Romanus from pure AI researcher to general-purpose engineer
Built Flatty to help AI models understand our entire codebase
Now building a new AI tool to accurately map out the entire system
Real talk: The next few months will be an experiment in what we're calling "AI-maxxing" - using AI not just as a feature, but as a core part of how we develop software. Development will slow down temporarily while we get this new tooling in place, but the goal is to emerge with something far more powerful than what we have today. I know some of you will think this sounds crazy. Maybe it is. But the old way wasn't working, and "solving one bug at a time" was just making things worse. We were fixing individual bugs while the underlying complexity kept growing. What does this mean practically?
- 1.
Fewer app updates in the next 2 weeks as we build new AI tooling and infra
- 2.
More radical, experimental approaches to solving hard problems
- 3.
Continued commitment to the vision of making TalkTastic "just work"
You all have been incredible with your feedback and support. That's not changing - if anything, your input becomes even more valuable as we rebuild. Keep the bug reports and feature requests coming, especially in Product Feedback. The full story drops in a few hours. As always, I'm here for any questions. But now, I'm going to bed! -Matt