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OpenCircuits

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OpenCircuits is a startup tracked by VC Deal Flow Signal through its public GitHub activity. This profile records its commit velocity, contributors, and signal type as a benchmark for investors.

GrowthUnited StatesEdTech

Current Signal, Q3 2026

OpenCircuits shows +386% commit velocity change with 71 active contributors (+400% growth). Signal type: Engineering hiring burst.

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

Engineering Metrics, Q3 2026

Commit Velocity (14d)

34

Velocity Change

+386%

Contributors

71

+400% growth

New Repos (30d)

0

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Projected lead-time window

≈21-day lead window

Projected next milestone

Team expansion / round prep

The free Sunday digest puts OpenCircuits and 540 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.

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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.

Engineering Velocity Report Card

Velocity Score

90/100

Exceptional, Significant engineering activity detected

90

Commit Velocity Change

+386%

Contributor Growth

+400%

New Repositories

0

Signal Type

Engineering hiring burst

What This Signal Means for Investors

OpenCircuits'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.

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Frequently Asked Questions

What is OpenCircuits's current engineering signal?

As of Q3 2026, OpenCircuits shows a "Engineering hiring burst" signal with +386% commit velocity change over a 14-day window, 71 active contributors, and +400% contributor growth. This indicates rapid team expansion, often following a funding round.

Is OpenCircuits raising a funding round?

VC Deal Flow Signal does not predict specific funding rounds. However, OpenCircuits's engineering acceleration pattern (+386% 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.

How does OpenCircuits compare to other edtech startups?

OpenCircuits 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 Full Sector Rankings

Related Resources

OpenCircuits engineering momentum badge: Engineering hiring burst signal, 34 commits in 14 days

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21-47 days
Signal Lead Time (median 31d)
$80M+
Rounds Tracked
90 sec
Per Scan
5,000+
Founders Tracked

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