Build with AI.
We'll handle the parts it hides.
An end-to-end crew that takes a vibe-coded idea to a shipped, proper MVP (planned, wired, clean, audited, launched). On desktop, web, CLI, and in your browser. We're opening it up a few builders at a time.

From a vibe-coded idea to a proper MVP.
MVP: Maturing Vibed Products. Getting something running with AI is the easy part now. Making it something you'd put your name on (planned, wired, clean, audited, shipped) is the part nobody hands you. That's the whole crew's job.
- 1Decide
Should this exist? Triage the risk, source the research, get a PRD instead of a vibe.
- Scout
- 2Build
Turn the approved plan into a running, correctly-wired environment, and explain every choice.
- Byte
- Bundle
- 3Stay clean
Session hygiene, model routing, and burn tracking, so month three looks like month one.
- Cache
- Kibble
- 4Stay safe
Audit the perimeter, seal the keys, rotate them, and catch what your tooling drags in.
- Omen
- Vault
- Rotor
- Sniff
- 5Prove it
The shipping checklist first, then the deep audit that argues against its own findings.
- Byte
- Anansi
- 6Ship
Store listings, last-mile provisioning, and the launch plan that gets it out the door.
- Outbound
Wherever you already work
One account, one crew, four surfaces. A face lives on the surface that suits it. Several live on all of them.
Desktop
The universal shell. Every face renders here: native lens, embedded view, or a control panel over the CLI.
Web
Anything that needs a URL or more than one person: dashboards, the Report, the hosted app.
CLI
Local, single-user, in your terminal where the work actually happens. Cache anchors it.
Browser Extension
Pixel's face in the browser. Turn any site into a clean design.md without leaving the tab.
Cache
Full-session hygiene for AI-assisted coding. Clean-bay checks at the start, a context-pressure nudge mid-session, QA and structured docs at the end, and a lessons loop that carries across sessions.
“The Caretaker. Tidy, ritualistic, leaves the campsite better than it found it.”
The Fleet Roster
18 feature-faces, one product. One account, one crew... use one, use them all.
Already running
Two of the crew are working today, and both stay free.
27 free dev tools. No install. No account.
The everyday pocketknife kit for builders. Nothing is collected, nothing is stored, nothing asks you to sign up.
- Secret Key Generator
- .env Redactor
- JWT Decoder
- Password Generator
- Hash Generator
- Base64 Encode/Decode
- URL Encode/Decode
- HTML Entity Encoder/Decoder
The daily signal. No doomscroll.
Nine platforms watched every day. Claude writes the editorial. It publishes only when something actually happened. Most days that means a short issue, and some days it means nothing at all.
- GitHub
- Hugging Face
- Replicate
- npm / PyPI
- Ollama
- Papers with Code
Wired directly, not through a shim
Every provider below is a direct API integration. No MCP server in the middle, no scraping a dashboard, no half-connection that works until it doesn't. Where a vendor gives us an API, we use it. Where one doesn't, we say so.
Models and agents
Free-first cascade with your own keys. It falls through the rungs on its own, so a rate limit is a slower answer, not a dead run.
- ClaudeAnthropic, direct
- GeminiGoogle, direct
- OpenAIdirect
- Groqdirect
- Ollamalocal, your machine
- ModelHubbyfree-provider catalog
Coming soon: Codex
Keys and platforms
Rotor creates, rotates, and revokes these for you. Every one was proven by a live probe, not read off a capability flag.
- Cloudflare
- Supabase
- Neon
- Resend
- Turso
- MongoDB Atlas
- CockroachDB
- Railway
- Datadog
- GitHub
Coming soon: GitLab, Bitbucket
Guided, where the API doesn't go all the way
Most of these are dashboard-only at the source. Rotor walks you through the steps it verified rather than pretending to automate a door that doesn't open.
- Stripe
- PostHog
- Sentry
- Upstash
- Fly.io
- PlanetScale
- Inngest
- Vercelrevoke automated, create still by hand

ModelHubby: Free inference, mapped and kept honest.
A maintained registry and gateway for free and free-tier LLM providers: normalized, provenance-tracked, and routing-ready. It's the curated catalog underneath a free-first cascade, and it's the sister product VaibOS routes over.
- providers
- 48
- models
- 118
- sources
- 54
Get on the list.
We're letting builders in a few at a time so we can answer you. Leave an email and we'll tell you when your seat is ready. Nothing else, no drip sequence.
- In the crew
- 18 faces
- Accounts
- One
- Free forever
- Quill's toolbox, Cache, and the daily Report.






