Unit 7

Early signal

Open-source backend developer your AI agent never had

Launched 5d ago

Signal

Velocity

What this means

30%Vote pace is below typical for Developer Infrastructure.

Running at 30% of comparable launches.

14Founder Conviction Index: 14 — low signal.

Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability

today

Projected end-of-day votes

3range 2–4

Trajectory

stable

Vote pace holding steady.

Speed vs peers

0.3×

29 Developer Infrastructure launches

About

Unit 7 is a free, self-hosted control room for your servers, Coolify apps, domains, databases and backups. Talk to it in plain words, or let Claude Code or Cursor use it over MCP. It does the work on your real servers and asks before anything risky. Your keys stay encrypted on your machine, and the AI only sees a reference. One button checks that everything is OK, with no AI. Backups go off the server and get test-restored. Open source, Apache 2.0. Early, so expect rough edges.

AI Summary

Unit 7 is an open-source, self-hosted control room for managing servers, applications, domains, databases, and backups, allowing users to interact using natural language. It ensures data security by keeping encryption keys on the user's machine and offers a one-button check for system status without AI involvement.

Attention & discussion velocity

Performance

Velocity0

Vote pace vs average

Momentum0

Sustained over 6h

Virality0

Spread × engagement

Engagement—

not measured

Signal sources

2 of 6 active

Launch tracking9 readings since we picked it up
AI analysisDeveloper Infrastructure
Comment intelligencethread not yet analysed
Outside discussionnot checked — domain is a storefront or shared
Revenue signalsno match on this domain
Editorial scoringbelow the signal threshold for this pass

A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.