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Panel Discussion: The Impact of Funding f...Open Source Summit North America 20252025-06-23
Many critical open source projects run on one person’s shoulders and that matters: 55% of top 10,000 critical projects are single-user-owned, creating huge…
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OSS Dependency Health: Towards Maturity and Sustainability Risk Assessment ModelSOSS Community Day Europe 20242024-09-19
A Risk Model implemented on top of CHAOSS GrimoireLab aggregates seven metrics into a 0–10 score and a red/yellow/green flag to rate dependency maintenance…
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What Can Open Source Project Health Metrics Reveal About Project Users?Open Source Summit Europe 20242024-09-16
Researchers compare Flutter's monthly active users (Jan 2018–Feb 2021) against public proxies and find strong linear relationships using GrimoireLab and…
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Squashing Diversity, Equity, and Inclusion Bugs in Open Source Projects...Open Source Summit North America 2023 - Diversity Empowerment Summit2023-05-10
Open source projects hide actionable problems framed as DEI bugs and the concrete fix cycle is discover understand resolve using gendermag personas; Linux…
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Building and Supporting Open Source Communities Through MetricsOpen Source Leadership Summit @ Open Source Summit North America 20232023-05-10
CHAOSS defines more than 70 measurable metrics and ships analysis tools like Grimoire Lab, Augur and hosted dashboards such as cauldron.io. Examples: WordPress…
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Squashing Diversity, Equity, and Inclusion Bugs in Open Source ProjectsDiversity Empowerment Summit Europe 20222022-09-13
Open source DEI problems get framed as DEI bugs with an explicit workflow: discover/triage/resolve applied to concrete artifacts like READMEs and issue…
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Building and Supporting Open Source Communities Through Metri...Community Leadership Conference @ Open Source Summit Europe 20222022-09-13
CHAOSS Project defines about 70 metrics organized into Contribution, Value, Evolution, DEI and Risk groups and Bitergia shows concrete uses: Drupal’s employer…
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Building & Supporting Open Source Communities Through MetricsOpen Source Summit Latin America 20222022-08-23
Bitergia shows a concrete toolkit: CHAOSS defines 70+ metrics across five groups (common, value, evolution, DEI, waste) and tools like Grimoire Lab /…
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OpenInfra Community Dashboards - Overview of the OpenInfra and Bitergia PartnershipOpenInfra Summit Berlin 20222022-06-07
OpenInfra partners with Bitergia as its official metrics provider, combining Bitergia’s 10 years of open-source analytics with OpenInfra project knowledge to…
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Squashing Diversity, Equity, and Inclusion Bugs in Open SourceOpenInfra Summit Berlin 20222022-06-07
Frames diversity problems as DEI bugs and applies a bug‑squash workflow: discover (walk in newcomers’ shoes), understand (where contribution flows break), and…
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Incentivizing Good Community Citizenship with Contributor LeaderboardsOpenJS World 20222022-06-06
Leaderboards rank contributors by metrics drawn from trace data (git, mailing lists, issue trackers) and work best when scoring is transparent and revisable…
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OSS Project Health Metrics for Gitee ProjectsKubeCon + CloudNativeCon + Open Source Summit China 20212021-12-09
GrimoireLab now ingests Gitee data so projects on Gitee get the same dashboards used elsewhere: setup via Docker Compose, Perceval to fetch issues/PRs/commits…
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Panel Discussion: Eliminating Common Barriers to Contribution for More Inclusive CommunitiesOpen Source Summit + Embedded Linux Conference + OSPOCon 20212021-09-27
A yearlong study uses LimeSurvey to contact ASF contributors and collects 624 respondents (8.5% response rate), finds 52% faced challenges and builds a…
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Panel Discussion: Contributor Leaderboards to Incentivize Good Community CitizenshipOpen Source Summit + Embedded Linux Conference + OSPOCon 20212021-09-27
Panelists argue that leaderboards work only as part of a broader system combining automated metrics with human review. Tools cited include Stackalytics for…
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