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 redpanda-data's historical signal data across periods?

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

GitDealFlowsignals

Q3 2026 · Historical Snapshot

redpanda-data — Q3 2026 Engineering Signal

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Signal — Q3 2026

In Q3 2026, redpanda-data showed -71% commit velocity change with 100 active contributors (+19% growth). Signal type: Framework migration. 1 new repository created in the 30 days preceding this period. Ranked #22 of 25 in Data Infrastructure for Q3 2026.

Metrics — Q3 2026

Commit Velocity (14d)

Velocity Change

-71%

Contributors

100

+19% growth

New Repos (30d)

Context

Sector: Data Infrastructure (full Q3 2026 ranking)

Stage at time of snapshot: Growth

Geography: US

Signal classification: Framework migration — learn what this signal means

See redpanda-data's current signal

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47 days
Avg Signal Lead Time

$80M+
Rounds Tracked

90 sec
Per Scan

5,000+
Founders Tracked

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