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 estuary's historical signal data across periods?

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

GitDealFlowsignals

Q1 2026 · Historical Snapshot

estuary — Q1 2026 Engineering Signal

Signal — Q1 2026

In Q1 2026, estuary showed +817% commit velocity change with 42 active contributors (+0% growth). Signal type: Deploy frequency spike. 1 new repository created in the 30 days preceding this period. Ranked #5 of 28 in Data Infrastructure for Q1 2026.

Metrics — Q1 2026

Commit Velocity (14d)

Velocity Change

+817%

Contributors

+0% growth

New Repos (30d)

Context

Sector: Data Infrastructure (full Q1 2026 ranking)

Stage at time of snapshot: Series A/B

Geography: Unknown

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

See estuary'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.