Mininglamp-OSS
Open-source AI-native collaboration platform, where humans and AI Agents work as one team.
Direct answer
Mininglamp-OSS 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.
Current Signal, Q3 2026
Mininglamp-OSS shows +30% commit velocity change with 22 active contributors (+0% growth). Signal type: Framework migration. 2 new repositories created in the last 30 days. Trend vs. prior quarter: accelerating (was -57% 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
Engineering Metrics, Q3 2026
Commit Velocity (14d)
43
Velocity Change
+30%
Contributors
22
+0% growth
New Repos (30d)
2
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Projected lead-time window
≈47-day lead window
Projected next milestone
Platform or stack transition
The free Sunday digest puts Mininglamp-OSS 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.
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.
Engineering Velocity Report Card
Velocity Score
52/100
Moderate, Moderate activity above baseline
Commit Velocity Change
+30%
Contributor Growth
+0%
New Repositories
2
Signal Type
Framework migration
Signal History
| Period | Velocity (14d) | Change | Contributors | Growth | New Repos | Signal |
|---|---|---|---|---|---|---|
| Q3 2026 | 43 | +30% | 22 | +0% | 2 | Framework migration |
| Q2 2026 | 115 | -57% | 22 | +0% | 2 | Deceleration |
| Q4 2025 | 1 | +999% | 17 | +0% | 7 | Infrastructure buildout |
What This Signal Means for Investors
Mininglamp-OSS shows general engineering acceleration that classifies as a framework migration. This often indicates a technology stack transition, moving from a prototype to production infrastructure, or adopting new tooling.
Framework migrations are the subtlest signal type but can indicate the shift from exploration to exploitation, a key milestone in startup development that often precedes fundraising.
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Frequently Asked Questions
What is Mininglamp-OSS's current engineering signal?
As of Q3 2026, Mininglamp-OSS shows a "Framework migration" signal with +30% commit velocity change over a 14-day window, 22 active contributors, and +0% contributor growth. This indicates a technology stack transition, which often precedes a pivot or platform upgrade.
Is Mininglamp-OSS raising a funding round?
VC Deal Flow Signal does not predict specific funding rounds. However, Mininglamp-OSS's engineering acceleration pattern (+30% 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 Mininglamp-OSS compare to other social & community startups?
Mininglamp-OSS is tracked in our Social & Community sector rankings for Q3 2026. View the full sector ranking at signals.gitdealflow.com/startups-to-watch/social-community-q3-2026 to see how it compares on commit velocity, contributor count, and signal type against other social & community startups.
View Full Sector Rankings
Related Resources
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See how Mininglamp-OSS ranks among Social & Community startups on gitdealflow.com
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