---
title: "ai-shifu — Q1 2026 Engineering Signal"
url: https://signals.gitdealflow.com/startup/ai-shifu/q1-2026
description: "ai-shifu engineering metrics for Q1 2026: -40% velocity change, 21 contributors, signal: Framework migration."
lastModified: 2026-07-21
source: VC Deal Flow Signal
---
# ai-shifu — Q1 2026 Engineering Signal



## Signal — Q1 2026

- Commit velocity (14d): 32
- Velocity change: -40%
- Contributors: 21 (+0% growth)
- New repos (30d): 0
- Signal type: Framework migration
- Sector: EdTech
- Stage at time of snapshot: Series A/B
- Geography: APAC
- Ranked #22 of 28 in EdTech for Q1 2026

## Adjacent Periods

- Previous: [Q4 2025](https://signals.gitdealflow.com/startup/ai-shifu/q4-2025) — -72% · Framework migration
- Next: [Q2 2026](https://signals.gitdealflow.com/startup/ai-shifu/q2-2026) — +37% · Framework migration

## Current Profile

https://signals.gitdealflow.com/startup/ai-shifu

## Canonical

https://signals.gitdealflow.com/startup/ai-shifu/q1-2026