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 third-culture-software's historical signal data across periods?

The startup hub at /startup/third-culture-software consolidates every period of historical signal data for third-culture-software, 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

third-culture-software — Q4 2025 Engineering Signal

Signal — Q4 2025

In Q4 2025, third-culture-software showed +500% commit velocity change with 28 active contributors (+0% growth). Signal type: Deploy frequency spike. 1 new repository created in the 30 days preceding this period. Ranked #3 of 20 in Healthcare for Q4 2025.

Metrics — Q4 2025

Commit Velocity (14d)

Velocity Change

+500%

Contributors

+0% growth

New Repos (30d)

Context

Sector: Healthcare (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 third-culture-software's current signal

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