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 learnhouse's historical signal data across periods?

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

GitDealFlowsignals

Q4 2025 · Historical Snapshot

learnhouse — Q4 2025 Engineering Signal

The modern Open source learning platform for everyone.

Signal — Q4 2025

In Q4 2025, learnhouse showed +600% commit velocity change with 28 active contributors (+0% growth). Signal type: Deploy frequency spike. Ranked #1 of 29 in EdTech for Q4 2025.

Metrics — Q4 2025

Commit Velocity (14d)

Velocity Change

+600%

Contributors

+0% growth

New Repos (30d)

Context

Sector: EdTech (full Q4 2025 ranking)

Stage at time of snapshot: Series A/B

Geography: Unknown

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

See learnhouse's current signal

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

View current profile →

🚀 Explore Our Network

47 days
Avg Signal Lead Time

$80M+
Rounds Tracked

90 sec
Per Scan

5,000+
Founders Tracked

One missed signal is a missed round. Get the Velocity Verdict in your inbox every Sunday free.

Get Free Signals

Free weekly digest. Cancel anytime. No spam, no VC pitches just data.