---
title: "Growth Startups — Engineering Acceleration (Q1 2026)"
url: https://signals.gitdealflow.com/stage/growth-q1-2026
description: "55 growth startups ranked by GitHub engineering acceleration in Q1 2026."
lastModified: 2026-04-24
source: VC Deal Flow Signal
---
# Growth Startups — Engineering Acceleration (Q1 2026)

Growth-stage startups at Series C and beyond. Engineering signals at this scale indicate platform expansion, new product line development, or preparation for an IPO or major strategic milestone.

## Summary — Q1 2026

- Tracked: 55 growth startups
- Top: airbytehq (Data Infrastructure) — 559 commits over 14 days (+1647%)
- Avg 14-day velocity: 210 commits
- Sectors represented: 18

## Investor Insight

At growth stage, engineering signals indicate strategic direction — a major deploy-frequency spike often maps to a product launch; an infrastructure buildout often signals a new business line. Useful for secondary investors, growth funds, and corporate development teams benchmarking targets.

## Ranked Startups

1. **airbytehq** (Data Infrastructure) — 559 commits/14d, +1647% change, 100 contributors, signal: Deploy frequency spike
2. **Infisical** (Cybersecurity) — 399 commits/14d, +1496% change, 100 contributors, signal: Infrastructure buildout
3. **StanfordVL** (Robotics) — 12 commits/14d, +1100% change, 55 contributors, signal: Deploy frequency spike
4. **hpi-schul-cloud** (EdTech) — 5 commits/14d, +999% change, 100 contributors, signal: Deploy frequency spike
5. **LiteFarmOrg** (AgTech) — 83 commits/14d, +999% change, 65 contributors, signal: Deploy frequency spike
6. **carbon-design-system** (Climate Tech) — 62 commits/14d, +933% change, 100 contributors, signal: Deploy frequency spike
7. **ihmcrobotics** (Robotics) — 45 commits/14d, +800% change, 79 contributors, signal: Deploy frequency spike
8. **dbt-labs** (Data Infrastructure) — 481 commits/14d, +533% change, 100 contributors, signal: Deploy frequency spike
9. **polarsource** (Enterprise SaaS) — 289 commits/14d, +456% change, 100 contributors, signal: Deploy frequency spike
10. **nextcloud** (Social & Community) — 53 commits/14d, +430% change, 100 contributors, signal: Deploy frequency spike
11. **debezium** (Data Infrastructure) — 61 commits/14d, +408% change, 100 contributors, signal: Deploy frequency spike
12. **mlflow** (AI & Machine Learning) — 456 commits/14d, +380% change, 100 contributors, signal: Deploy frequency spike
13. **IntersectMBO** (Web3) — 119 commits/14d, +358% change, 100 contributors, signal: Deploy frequency spike
14. **paperless-ngx** (AI & Machine Learning) — 61 commits/14d, +336% change, 100 contributors, signal: Deploy frequency spike
15. **solidusio** (E-commerce Infrastructure) — 17 commits/14d, +325% change, 100 contributors, signal: Deploy frequency spike
16. **open-condo-software** (Enterprise SaaS) — 39 commits/14d, +290% change, 51 contributors, signal: Deploy frequency spike
17. **OpenAPITools** (Developer Tools) — 50 commits/14d, +285% change, 100 contributors, signal: Deploy frequency spike
18. **OpenCTI-Platform** (Cybersecurity) — 158 commits/14d, +285% change, 100 contributors, signal: Deploy frequency spike
19. **PostHog** (Data Infrastructure) — 224 commits/14d, +273% change, 100 contributors, signal: Infrastructure buildout
20. **cilium** (Cybersecurity) — 220 commits/14d, +224% change, 100 contributors, signal: Deploy frequency spike
21. **fleetdm** (Cybersecurity) — 360 commits/14d, +221% change, 100 contributors, signal: Deploy frequency spike
22. **akto-api-security** (Cybersecurity) — 311 commits/14d, +141% change, 53 contributors, signal: Framework migration
23. **langchain-ai** (Enterprise SaaS) — 159 commits/14d, +137% change, 100 contributors, signal: Framework migration
24. **hapifhir** (Healthcare) — 31 commits/14d, +121% change, 91 contributors, signal: Framework migration
25. **ParabolInc** (Enterprise SaaS) — 22 commits/14d, +120% change, 78 contributors, signal: Framework migration
26. **gravitational** (Cybersecurity) — 155 commits/14d, +118% change, 100 contributors, signal: Framework migration
27. **VictoriaMetrics** (Data Infrastructure) — 65 commits/14d, +117% change, 100 contributors, signal: Framework migration
28. **betagouv** (AgTech) — 12 commits/14d, +100% change, 100 contributors, signal: Framework migration
29. **ohcnetwork** (Healthcare) — 129 commits/14d, +90% change, 100 contributors, signal: Infrastructure buildout
30. **ever-co** (HR Tech) — 77 commits/14d, +88% change, 79 contributors, signal: Framework migration
31. **FlaxEngine** (Gaming) — 75 commits/14d, +88% change, 89 contributors, signal: Framework migration
32. **ClickHouse** (Data Infrastructure) — 2090 commits/14d, +82% change, 100 contributors, signal: Infrastructure buildout
33. **PostHog** (HR Tech) — 1033 commits/14d, +66% change, 100 contributors, signal: Infrastructure buildout
34. **bagisto** (E-commerce Infrastructure) — 107 commits/14d, +65% change, 100 contributors, signal: Framework migration
35. **wazuh** (Legal Tech) — 260 commits/14d, +65% change, 100 contributors, signal: Framework migration
36. **harvard-edge** (AI & Machine Learning) — 367 commits/14d, +63% change, 95 contributors, signal: Framework migration
37. **projectdiscovery** (Cybersecurity) — 994 commits/14d, +52% change, 100 contributors, signal: Framework migration
38. **nocobase** (Developer Tools) — 267 commits/14d, +37% change, 98 contributors, signal: Framework migration
39. **nautechsystems** (AI & Machine Learning) — 161 commits/14d, +32% change, 100 contributors, signal: Framework migration
40. **saleor** (E-commerce Infrastructure) — 9 commits/14d, +29% change, 100 contributors, signal: Framework migration
41. **dagster-io** (Data Infrastructure) — 94 commits/14d, +16% change, 100 contributors, signal: Framework migration
42. **argotorg** (Web3) — 15 commits/14d, +15% change, 100 contributors, signal: Framework migration
43. **open-condo-software** (PropTech) — 23 commits/14d, +15% change, 51 contributors, signal: Framework migration
44. **mdn** (EdTech) — 492 commits/14d, +13% change, 100 contributors, signal: Framework migration
45. **NethermindEth** (Web3) — 95 commits/14d, +12% change, 100 contributors, signal: Infrastructure buildout
46. **remix-project-org** (Web3) — 91 commits/14d, +10% change, 100 contributors, signal: Framework migration
47. **photoprism** (AI & Machine Learning) — 15 commits/14d, +7% change, 100 contributors, signal: Framework migration
48. **opensearch-project** (Data Infrastructure) — 32 commits/14d, -3% change, 100 contributors, signal: Framework migration
49. **KDE** (EdTech) — 56 commits/14d, -5% change, 59 contributors, signal: Framework migration
50. **ballerina-platform** (Healthcare) — 112 commits/14d, -15% change, 100 contributors, signal: Framework migration
51. **naev** (Space Tech) — 185 commits/14d, -19% change, 100 contributors, signal: Framework migration
52. **roboflow** (AI & Machine Learning) — 127 commits/14d, -29% change, 90 contributors, signal: Framework migration
53. **borglab** (Robotics) — 83 commits/14d, -33% change, 100 contributors, signal: Framework migration
54. **JanssenProject** (Cybersecurity) — 51 commits/14d, -56% change, 100 contributors, signal: Framework migration
55. **odpi** (Data Infrastructure) — 17 commits/14d, -60% change, 62 contributors, signal: Framework migration

## Sector Breakdown

- **Data Infrastructure** — 9 growth startups
- **Cybersecurity** — 8 growth startups
- **AI & Machine Learning** — 6 growth startups
- **Web3** — 4 growth startups
- **Enterprise SaaS** — 4 growth startups
- **Healthcare** — 3 growth startups
- **EdTech** — 3 growth startups
- **E-commerce Infrastructure** — 3 growth startups
- **Robotics** — 3 growth startups
- **Developer Tools** — 2 growth startups
- **HR Tech** — 2 growth startups
- **AgTech** — 2 growth startups
- **Climate Tech** — 1 growth startup
- **Legal Tech** — 1 growth startup
- **PropTech** — 1 growth startup
- **Gaming** — 1 growth startup
- **Space Tech** — 1 growth startup
- **Social & Community** — 1 growth startup

## Canonical

https://signals.gitdealflow.com/stage/growth-q1-2026