Falling Down the AI Rabbit Hole: The Recursive Inference Spiral

I’ve written before about "Recursive Inference"—the habit of asking AI to solve the meta-problem whenever you get stuck. But I need to confess: this practice has become an addiction. It's a state of flow so powerful and productive that it's hard to pull away from.

It starts with a simple, high-level goal. Let's say, "I want to build a personal finance tracker."

The old me would have started coding. The new me starts a spiral.

Me: "AI, design the system architecture for a personal finance tracker that can ingest bank data and categorize transactions."
AI: Delivers a full architecture diagram and component breakdown.
Me: "Okay, that looks good. Now, write the data model for the 'transactions' component in that architecture."
AI: Generates the schema.
Me: "This needs a secure way to ingest bank data. Research the top 3 third-party APIs for this, give me a pros/cons table, and recommend one based on ease of integration for a solo developer."
AI: Provides a detailed comparison and recommends Plaid.
Me: "Perfect. Now, write the Node.js module to integrate the Plaid API based on that recommendation."

This is the "recursive inference spiral." Each answer from the AI becomes the context for the next, more granular question.

It's addictive for two reasons:

The Dopamine of Leverage: You're not just solving one problem; you're orchestrating the solution to a dozen sub-problems simultaneously. The feeling of progress is immense.
The Dissolving of Friction: The traditional "stuck points"—Googling an obscure error, reading dense API docs, writing boilerplate—seem to vaporize. You're left with focused, high-level decision-making.

It feels less like being just a coder and more like being a conductor, with the AI as your orchestra. You stay in this intoxicating state of architectural flow, delegating the "how" so you can focus on the "what" and "why." It's one of the most powerful and, yes, addictive states of productivity I've experienced.

Has anyone else found themselves lost in these AI-driven problem-solving spirals?