Project Story
perfect.codes is Uber for instant help with vibe coding.
Vibe Coders tap "CTO help", and within a min there is a live human helping them in a video‑chat screen‑share. No messy configuration, no downloads, no waiting.
Request → Instant Help.
Try it at https://perfect.codes
The vision
perfect.codes seems like one of those incredibly obvious ideas that made no sense last year and will be too late to start next year. Vibe coding is exploding, letting people punch far above their weight building products and demos, but it also drags them into the dark forest of bugs, deploy nightmares, and security quagmires.
We believe AI will keep pushing this frontier further out, but that requires two time‑scales:
Coder ▶ perfect.codes ▶ Human‑Fix‑Trace ▶ Better AI
Short term — call an expert CTO when you’re stuck so you keep shipping today.
Long term — collect the gold‑ore traces of human fixes to feed the next generation of AI agents.
Therefore perfect.codes is a two‑sided, two‑sided marketplace:
- Agentic programmers (vibe coders) get unstuck on problems above their pay grade.
- Expert devs earn flexible, Uber‑style income ($200 k/yr).
- AI companies gain priceless inference‑labeling traces to spin their data flywheel.
The TAM for real‑time expert data labeling is gigantic; it is both the future of human work and the future of model training.
The user story
Nobody wants to download or configure anything—especially frustrated vibe coders. The entire stack must run beautifully in the browser.
Flow
- Sign up (Google, install extension)
- Describe problem & grant Bolt access
- Land in a Tavus‑powered concierge waiting room
- CTO matched → auto‑join Google Meet
- Remote desktop shares your Bolt project
- Pair‑program live and fix the issue
The Expert CTO story
(Onboarding is just as smooth.)
- Sign up with Google
- Authorize Chrome Remote Desktop
- Join CTO Slack
- Tap claim on a request
- Browser opens Meet + CRD tabs
- Solve the coder’s problem live
The business model
Prototype is free; paid tiers coming soon.
Assumptions
- Limited free tier (15‑min session, queue).
- 80/20 focus—solve the common 80 % of issues quickly.
- Pro users already burn $200+/mo on inference and wasted debugging time.
- Enterprise needs guarantees (SLA, data handling).
- Model/Agent vendors will subsidize sessions for data.
Pricing outline
- Free — 15 min, queue, no CTO choice.
- Pro — $20 for first 20 min + $10 per extra 10 min.
- Enterprise — $2/min, named CTOs, SLA.
- Model/Agent Cos. — big contracts for labeled traces.
Expert compensation profitably falls between $120 k – $240 k. But much larger supply cheaper ($40k-$90k)
Built With
- poetry
- postgresql
- react
- sqlalchemy
- tailwind
- typescript

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