---
title: "ucfopen, Q3 2026 Engineering Signal"
url: https://signals.gitdealflow.com/startup/ucfopen/q3-2026
description: "ucfopen engineering metrics for Q3 2026: +999% velocity change, 4 contributors, signal: Deploy frequency spike."
lastModified: 2026-08-23
source: VC Deal Flow Signal
---
# ucfopen, Q3 2026 Engineering Signal

ucfopen is aedtech pre-seed startup, shipping product updates at an accelerated pace.

## Signal, Q3 2026

- Commit velocity (14d): 1
- Velocity change: +999%
- Contributors: 4 (+0% growth)
- New repos (30d): 0
- Signal type: Deploy frequency spike
- Sector: EdTech
- Stage at time of snapshot: Pre-seed
- Geography: Unknown
- Ranked #1 of 37 in EdTech for Q3 2026

## Adjacent Periods

- Previous: [Q2 2026](https://signals.gitdealflow.com/startup/ucfopen/q2-2026), -14% · Deceleration

## Current Profile

https://signals.gitdealflow.com/startup/ucfopen

## Canonical

https://signals.gitdealflow.com/startup/ucfopen/q3-2026