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bregman-arie/devops-exercises

Establishedrank #180

Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions

85.6k+2k · 7d 20.5k 429est. NOASSERTIONPythonpushed 10mo ago
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Composite

59

conf 65%

Momentum

57

conf 60%

Vitality (PVI)

54

conf 67%

Community

80

conf 60%

Security & maint.

32

conf 85%

Ecosystem influence

75

conf 60%

Opportunity

52

conf 60%

Breakout · 7d

40%

conf 71%

Executive summary

devops-exercises is currently classified as established with a composite score of 59/100. Momentum (57) and vitality (54) diverge — attention is running ahead of maintenance depth. Estimated 7-day gain of 1,978 stars against a 85.6k-star base. Risk is assessed as elevated; the interpretable model puts its probability of entering the top trend cohort within 7 days at 40%.

90-day trajectory

+6.5k · 30d
2026-08-032026-10-31

Score breakdown

Every input, weight and normalized value — nothing hidden. Inputs marked est. are estimated until the full ingestion pipeline lands.

Momentum

Star velocityest.25%73
Star accelerationest.15%46
Fork velocityest.10%63
Contributor growthest.10%100
Issue activity growthest.10%45
PR activity growthest.10%50
External mention velocityest.10%5
Release event impactest.5%45
Trending-rank persistenceest.5%64

Model tn-interpretable-1.0.0 · confidence 60% · coverage 100%

Project Vitality Index

Commit consistency20%0
Release cadenceest.15%47
PR responsivenessest.15%80
Issue responsivenessest.15%60
Contributor diversityest.10%98
Maintainer continuityest.10%66
Documentation qualityest.5%77
Dependency freshnessest.5%78
Security hygieneest.5%44

Model tn-interpretable-1.0.0 · confidence 67% · coverage 92% · missing: licenseClarity

Security & maintenance

Release recency25%0
License clarity20%30
Maintenance status25%0
Dependency stalenessest.15%73
Bus factorest.15%100

Model tn-interpretable-1.0.0 · confidence 85% · coverage 100%

Ecosystem influence

Dependent repositoriesest.30%100
Quality-weighted dependentsest.20%83
Documentation citationsest.15%52
Contributor overlapest.15%33
Registry adoptionest.10%58
Topic centralityest.10%100

Model tn-interpretable-1.0.0 · confidence 60% · coverage 92% · missing: packageRegistryAdoption