A collection of open source components & services supporting the creation of transformative learning experiences using o
Current Signal — Q3 2026
tutors-sdk shows +145% commit velocity change with 21 active contributors (+400% growth). Signal type: Engineering hiring burst. Trend vs. prior quarter: decelerating (was +800% in Q2 2026).
Engineering acceleration is a sustained rise in a startup's public GitHub output — commits, contributors, new repositories — relative to its own baseline. It is a quantitative signal computed from public data, unrelated to accelerator programs.
Data sourced from public GitHub activity. Read our methodology
Commit Velocity (14d)
27
Velocity Change
+145%
Contributors
21
+400% growth
New Repos (30d)
0
Free with email signup
Projected lead-time window
≈31-day lead window
Projected next milestone
Team expansion / round prep
The free Sunday digest puts tutors-sdk and 494 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.
Velocity Score
90/100
Exceptional — Significant engineering activity detected
Commit Velocity Change
+145%
Contributor Growth
+400%
New Repositories
0
Signal Type
Engineering hiring burst
| Period | Velocity (14d) | Change | Contributors | Growth | New Repos | Signal |
|---|---|---|---|---|---|---|
| Q3 2026 | 27 | +145% | 21 | +400% | 0 | Engineering hiring burst |
| Q2 2026 | 9 | +800% | 21 | +400% | 0 | Engineering hiring burst |
| Q1 2026 | 1 | +999% | 21 | +400% | 0 | Engineering hiring burst |
| Q4 2025 | 26 | +2500% | 21 | +400% | 0 | Engineering hiring burst |
tutors-sdk's contributor count is growing at +400%, 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 Q3 2026, tutors-sdk shows a "Engineering hiring burst" signal with +145% commit velocity change over a 14-day window, 21 active contributors, and +400% contributor growth. This indicates rapid team expansion, often following a funding round.
VC Deal Flow Signal does not predict specific funding rounds. However, tutors-sdk's engineering acceleration pattern (+145% commit velocity change in Q3 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.
tutors-sdk is tracked in our EdTech sector rankings for Q3 2026. View the full sector ranking at signals.gitdealflow.com/startups-to-watch/edtech-q3-2026 to see how it compares on commit velocity, contributor count, and signal type against other edtech startups.
View tutors-sdk in EdTechsector →
See how tutors-sdk ranks among EdTech startups on gitdealflow.com
Benchmark tutors-sdkvs 356 startups →
Compare engineering velocity across the entire VC Deal Flow Signal dataset
Find startups like tutors-sdk→
Discover similar startups with comparable engineering signals and momentum
Check tutors-sdk's velocity →
Get a detailed velocity analysis and engineering report card
Free, auto-updating SVG badge for tutors-sdk. Embeds in GitHub READMEs, websites, and pitch decks.
[](https://signals.gitdealflow.com/badge-builder)See all badge styles →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.