I Built Free Tools Because Founders Are Getting Burned by Vibe-Coding and Cutting Corners

Hey Indie Hackers,

I have spent the last few years cleaning up vibe-coded MVPs and fixing backend surprises for funded teams - the kind of messes that cost $20K to $80K+ to untangle after launch.

The pattern is always the same:

Someone thinks AI can vibe-code production (it cannot - not without massive rework).
Someone hires "cheap devs" to save money (they usually cost 3 to 5 times more in fixes later).
Everyone assumes "more people = faster" (Brook’s Law says hi).
No one models real costs upfront - especially with Firebase 2026 changes hitting hard.

After seeing this play out too many times, I stopped waiting for founders to learn the hard way.

I built a Software Decision Toolbox - free calculators and frameworks that force realism before anyone writes (or vibes) a single line of code.

What is inside:

Kotlin + Firebase Cost Calculator (updated for 2026 Blaze surprises - Storage buckets, auth scaling, etc.)
SwiftUI + Firebase Cost Calculator (same logic, different stack)
Supabase Cost Reality Calculator
Vibe Code Loss Calculator (quantifies how much AI shortcuts actually cost in cleanup time & money)
MVP Boundary Scoping Tool (prevents scope creep from killing your runway)
Team Scaling Fallacy Calculator (Brook’s Law in numbers - adding people often slows you down)
And a few more backend/architecture reality checks (Heroku, AWS, over-abstraction detector)

These are not fancy no-code landing pages. They are simple, honest tools I wish existed when I was fixing other people’s messes.

So far they have driven 12K+ organic search impressions in the last 3 months (mostly from people googling “Firebase pricing 2026” and “vibe code cost”).

Check them out here:
https://billvivinotechnology.com/toolbox.html

If you are building right now:

Have you ever had a vibe-coded prototype blow up in production?
Or hired “cheap” help that ended up costing way more?
What is the one decision tool you wish you had before your last project?

Drop your thoughts below - no fluff, just real talk.

Bill Vivino
(software developer who would rather fix problems than pretend AI solves everything)

#indiehacker #buildinpublic #saas #mvp #firebase #vibecoding #softwaredevelopment