Why AI App Builders Burn Credits

AI app generation often fails in ways users cannot see: missing imports, broken component paths, hidden repair loops, and retries that look like normal progress.

The Problem

A generation can look complete while still containing unresolved imports, overwritten framework files, or preview errors. If the product charges every retry, users pay for platform cleanup.

What To Demand

Good builders should preview the cost before work starts, charge only after a successful persisted result, and make repair attempts visible.

Cost preview before generation
No charge for failed initial saves
Usage ledger after each successful generation

Squid's Position

Squid records successful credit usage and exposes the estimate up front. Internal repair attempts are treated as quality work, not a separate user bill.

Try the workflow

Squid shows estimated credits before generation and keeps the output exportable after generation.

Try a visible credit preview