The One Thing That Will Fix 97% Of Your Vibecoding Problems
[ Removed by Reddit on account of violating the content policy. ]
[ Removed by Reddit on account of violating the content policy. ]
I vibecode with Claude Code. Supabase, Clerk, Shadcn, Stripe, Next.js, Vercel AI SDK, Mastra, Uploadthing. Most of the time Claude handles it fine.
But every few sessions the code just doesn't work. Looks clean, no errors, nothing happens. After hours I'd find out the API call doesn't exist anymore. Something changed in the docs and Claude didn't know.
THIS WAS MY SINGLE BIGGEST PROBLEM FOR OVER A YEAR. I almost quit projects over it. When you don't know how to code you can't tell if you messed up or if the docs changed. You just sit there thinking you suck.
Here's what most people don't get. This isn't a model problem. It's a data problem. APIs ship breaking changes every day. The model's training data is months behind. So it writes perfect looking code against endpoints that don't exist anymore.
The fix is simple. There's a CLI called nia-docs. One command and Claude can read any documentation site before writing code. Like actually read the real current docs, not guess from memory.
npx nia-docs setup | claude
Bounty is the easiest way I've found to make money online. Companies pay you to make short videos about their product. You don't pitch anyone, you don't compete for briefs. You pick a company, they have a whole tab of content that's already viral, and you recreate it your way. Post it on TikTok or Instagram, link it back, and you get paid based on a flat rate plus views.
What they pay right now:
Minimum 2,000 views to cash out. There's always content to make.
One video a day can get you to $1,000-2,000/month depending on views. Full access is a 30 second video of yourself talking. If your English is clear you're in.
I'm hiring people to film for me now. I pay them $10-15 per video, post on my accounts, collect the $25 + CPM myself. 10 people at 1 video a day and the math works out pretty well.
Been on bounty for a bit now. here's the rate card after their latest update:
2k view minimum to cash out. you pick a company, browse their viral inspiration, recreate the content, post on tiktok/ig, link it back. cash out whenever.
the math solo:
1 talking head a day averaging 5k views = ($25 + $17.50) x 30 = $1,275/month
1 talking head a day averaging 20k views = ($25 + $70) x 30 = $2,850/month
even at the bare minimum 2k views = ($25 + $7) x 30 = $960/month
the math with a team:
this is where it gets interesting. i got 3 friends on the platform doing talking heads. bounty pays them directly so i'm not fronting anything. i just told them which companies get the most views and which formats actually perform because i already spent 2 weeks figuring that out.
5 people doing 1 video a day at 5k avg views = $6,375/month total output. take a 20% cut for running the operation = $1,275/month on top of your own videos. your team still makes more than they would grinding $8 canvas ugc elsewhere.
the real arbitrage:
after a couple weeks you know which companies on the platform get views and which don't. you know which hooks work. everyone else is guessing. you're pointing your team at the exact stuff that pays out. that information gap is the whole edge.
how i'd do it if i started today:
zero dollars in. the platform handles all the payments. you're just the person who figured out what works first.
anyone else running a setup like this on any platform? curious how it compares.

saw the thread about CLIs being better than MCPs and it got me thinking about my own setup. right now i'm using gh for PRs, ripgrep for code search, and nia-docs for documentation browsing.
nia-docs is the one i've found most useful for the hallucination problem.
npx nia-docs https://docs.stripe.com turns the doc site into a filesystem the agent can tree, cat, grep through. means the agent reads current docs instead of guessing from training data.
curious what other people are pairing with cursor. especially for keeping agents grounded on external APIs.

been going back and forth on this. tried pasting docs into CLAUDE.md, tried MCP servers, tried just hoping the training data was recent enough. none of it felt great.
right now i'm using npx nia-docs setup | claude which lets the agent browse any doc site through bash commands. tree, cat, grep. no context bloat because it only reads what it needs. no MCP overhead. i found it here https://agentsearch.sh
but i'm sure there's other ways people are doing this. especially for private or internal docs. what's your setup?