process pain
Vibe coding without a plan is arson with extra steps.
The Engineered Prompt system turns your fuzzy idea into a stack-aware spec your AI can execute cleanly.
Sound familiar?
- You describe the app in 2 sentences and hope the AI figures it out.
- You realize on Wednesday you needed teams support and rewrite auth.
- You never wrote down what the app is supposed to do.
- The AI's memory is 8k tokens and your project is 40k tokens of context.
Build on Vibe fix
15 minutes of planning saves 10 hours of prompting.
- Engineered Prompt tab guides you through Idea → Users → Data → Pages.
- Auto-generates a paste-ready spec for your AI builder.
- Stack-tuned: different specs for Lovable vs Cursor vs Bolt.
- Locks scope so future prompts stay on track.
How it works
STEP 1
Idea
Write the 1-sentence problem.
STEP 2
Spec
Fill 6 fields. We generate the rest.
STEP 3
Prompt
Copy, paste, ship.
15 min
planning replaces 10 hrs prompting
6 fields
to a full spec