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Validation for
developers

The best way to validate your product before launch. Build in public, on autopilot.

Built for the builders who ship with AI

Claude CodeCursorReplitv0Bolt

Integrate in 60 seconds

A single command connects your project. Every commit auto-syncs. AI generates daily reports and validation posts — you just keep building.

Node.jsPythonAny Git
terminal
$ npx vibergo init --token=vg_xxxx

  ViberGO - Track & Validate

  Project: my-saas-app
  Token verified!
  Config saved to .vibergo
  Git hook installed

  Setup complete!
  Every commit will now sync to ViberGO.

First-class developer experience

We built the validation platform we always wished existed — one that just works.

Validate

AI generates Reddit & Twitter posts from your commits. Know if people want your product before you launch.

Prove

Your AI-native profile is built from real work — commits, shipped products, validation track record.

Be Found

Turn on Agent mode — discoverable via MCP, API, and llms.txt. Let AI companies find you.

Validation Signal

Every day, AI analyzes your posts' engagement. Green means traction. Yellow means mixed signals. Red means pivot. No guesswork.

GreenYour project is getting traction — keep building
YellowMixed signals — focus on your most-engaged feature
RedLow engagement — consider pivoting your approach
Validation SignalGREEN

Your project is getting traction — keep building!

12
Posts
347
Upvotes
89
Comments
78%
Positive

One profile. Two dimensions.

Beautiful visuals for humans. Structured data for AI agents. One page that works in every dimension.

For Humans

Visual hierarchy, emotional stats, activity heatmap, project cards, achievements wall — designed to tell your story.

142
commits
18
active days
5
projects

For Agents

Schema.org JSON-LD, llms.txt, accessibility tree, API endpoints — structured for AI crawlers, LLMs, and automation.

GET /api/users/{username}
GET /api/mcp // MCP tools
GET /u/{user} // llms.txt

Everything in your control

All the tools you need to validate, prove, and get discovered.

AI Daily Reports

Commits summarized into readable dev reports every day.

Activity Heatmap

90-day commit visualization on your public profile.

Build Streak

Track consecutive build days. Stay on fire.

Skills System

Auto-aggregated from projects. Manually editable.

Achievement Wall

Showcase hackathon wins, shipped products, milestones.

Monthly Wrapped

Spotify-style monthly recap. Shareable.

MCP Server

AI agents discover you via Claude, Cursor, or any MCP client.

Sentiment Analysis

Hybrid rule + LLM analysis of post engagement.

Social Connect

Link Reddit, Twitter, HN, Product Hunt accounts.

Build validated.
Available today.

Free to start. No credit card. Connect your project in 60 seconds.