What does the Framework migration signal mean?

The Framework migration 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 dagucloud's historical signal data across periods?

The startup hub at /startup/dagucloud consolidates every period of historical signal data for dagucloud, 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

dagucloud — Q4 2025 Engineering Signal

Local-first data pipeline orchestration for scripts, SQL, containers, and private infrastructure. One binary, file-backe

Signal — Q4 2025

In Q4 2025, dagucloud showed -17% commit velocity change with 77 active contributors (+0% growth). Signal type: Framework migration. Ranked #19 of 28 in Data Infrastructure for Q4 2025.

Metrics — Q4 2025

Commit Velocity (14d)

Velocity Change

-17%

Contributors

+0% growth

New Repos (30d)

Context

Sector: Data Infrastructure (full Q4 2025 ranking)

Stage at time of snapshot: Growth

Geography: Unknown

Signal classification: Framework migration — learn what this signal means

See dagucloud'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.