What does the Deploy frequency spike signal mean?

The Deploy frequency spike signal indicates a specific pattern of engineering acceleration. Full classification logic and the four-signal taxonomy are documented at /methodology and /signals.

Where can I find elimu-ai's historical signal data across periods?

The startup hub at /startup/elimu-ai consolidates every period of historical signal data for elimu-ai, including commit-velocity change, contributor growth, and signal classification. The free /api/signals.json endpoint exposes the same data for programmatic access.

Q4 2025 · Historical Snapshot

elimu-ai — Q4 2025 Engineering Signal

Free open-source learning software for out-of-school children 🚀✨

Signal — Q4 2025

In Q4 2025, elimu-ai showed +171% commit velocity change with 12 active contributors (+0% growth). Signal type: Deploy frequency spike. Ranked #5 of 21 in EdTech for Q4 2025.

Metrics — Q4 2025

Commit Velocity (14d)

Velocity Change

+171%

Contributors

+0% growth

New Repos (30d)

Context

Sector: EdTech (full Q4 2025 ranking)

Stage at time of snapshot: Seed

Geography: Unknown

Signal classification: Deploy frequency spike — learn what this signal means

See elimu-ai's current signal

This page shows a historical snapshot. For the most recent data, view the full profile.

View current profile →