Loading...
Current Signal — Q2 2026
harvard-edge shows +55% commit velocity change with 97 active contributors (+158% growth). Signal type: Engineering hiring burst. 1 new repository created in the last 30 days. Trend vs. prior quarter: decelerating (was +68% in Q1 2026).
Data sourced from public GitHub activity. Read our methodology
Commit Velocity (14d)
1132
Velocity Change
+55%
Contributors
97
+158% growth
New Repos (30d)
1
Free with email signup
Projected lead-time window
≈47-day lead window
Projected next milestone
Team expansion / round prep
The free Sunday digest puts harvard-edge and 134 other startups we track in context — 14-day acceleration deltas, contributor maps, and the top names not on Crunchbase yet. Five names every Sunday, no card, no code-reading.
Unlock with email →Projections are model estimates derived from each org's public commit signal and the SSRN-published methodology — not statements of fact. Cross-reference with primary sources before acting.
| Period | Velocity (14d) | Change | Contributors | Growth | New Repos | Signal |
|---|---|---|---|---|---|---|
| Q2 2026 | 1132 | +55% | 97 | +158% | 1 | Engineering hiring burst |
| Q1 2026 | 616 | +68% | 97 | +158% | 1 | Engineering hiring burst |
| Q4 2025 | 149 | -22% | 97 | +158% | 1 | Engineering hiring burst |
| Q3 2025 | 748 | +713% | 97 | +158% | 1 | Engineering hiring burst |
harvard-edge's contributor count is growing at +158%, which classifies as an engineering hiring burst. This pattern typically means the company has recently closed a funding round and is rapidly scaling its engineering team.
If you are seeing this signal, you may be too late for the current round but well-positioned for the next one. The team expansion suggests the company has capital to deploy and is building toward a product milestone.
As of Q2 2026, harvard-edge shows a "Engineering hiring burst" signal with +55% commit velocity change over a 14-day window, 97 active contributors, and +158% contributor growth. This indicates rapid team expansion, often following a funding round.
VC Deal Flow Signal does not predict specific funding rounds. However, harvard-edge's engineering acceleration pattern (+55% commit velocity change in Q2 2026) is the type of signal that has historically preceded fundraise announcements by three to six weeks. Investors should cross-reference this signal with other sources (Crunchbase, hiring activity, community mentions) before drawing conclusions.
harvard-edge is tracked in our AI & Machine Learning sector rankings for Q2 2026. View the full sector ranking at signals.gitdealflow.com/startups-to-watch/ai-ml-q2-2026 to see how it compares on commit velocity, contributor count, and signal type against other ai & machine learning startups.
The free Acceleration Watch: five venture-backed teams accelerating on the engineering signal, translated into plain English — 21 to 47 days before the deck circulates. No code-reading, no card.