AI doesn’t know your project. Every time you prompt it, it starts fresh. It doesn’t know your structure, your conventions, or what already exists.

So it writes code that works in isolation, not code that belongs in your system. And over time, that creates drift.

The fix is simpler than it sounds. Give AI context before it writes anything.

Create a context file in your project. A single place where you define how things work.

• how you structure components and composables
• how you handle state and errors
• what patterns you follow
• what you avoid

Think of it like onboarding a new developer. Once AI has that context, the output changes.

Less duplication. More consistency. Code that actually fits your system. That’s the shift most developers are missing.

Not better prompts. Better systems.

If you want to see how this works in practice, request early access to Unlearn and you'll get a walkthrough video over the coming days, before enrollment opens.

On March 31, Unlearn opens for founding members. Access is available for 48 hours only. After that, it closes so the founding group receives undivided attention.

Founding members get early access to the platform, along with the first set of workflows focused on building and shipping with AI without losing control of code quality.

Request early access to secure your spot and be first in line when limited founding seats open.