Episode 122: Meet the 2025 CHAOTICS of the month!
🔗 **Source:** [Episode 122: Meet the 2025 CHAOTICS of the month!](https://www.youtube.com/watch?v=B4A8xGgkeTI)
> [!note]+ Document Notes
> tags: [open-source, community-health, chaos-project, ospo, academia, accessibility, data-science]
> author: Chaos Community
> source: YouTube
> reference: https://www.youtube.com/watch?v=B4A8xGgkeTI
> date created: 2025-01-28 14:23
>
> # 🏷️ Title: Chaos Cast: Meeting the Chaotics - Community Spotlight with David Lieppard, Victoria Ot, and Khali Dolphie
>
<!-- deep-read:sections start -->
## 🧰 Action Inbox
- [H1] Join curious network for academic OSPO collaboration — global representation needed #academia
- [H2] Contribute to UN SDG working group JSON prototype — next meeting Wednesday #sustainability
- [H3] Explore chaos working groups based on interests — accessible entry points #community
## 🧭 Table of Contents
- [📝 Summary](#-summary)
- [📖 Main Content](#-main-content)
- [🗒️ Notes](#️-notes)
- [📚 References](#-references)
- [🗣️ Paraphrase](#️-paraphrase)
- [📰 Newsletter](#-newsletter)
- [✅ Action Items](#-action-items)
- [🧪 Hypotheses](#-hypotheses)
- [📊 Methodology](#-methodology)
- [❓ Questions](#-questions)
- [🔮 Future Research](#-future-research)
- [💡 Implications](#-implications)
- [🧠 Learning Styles Assessment](#-learning-styles-assessment)
- [📊 Accessibility Assessment](#-accessibility-assessment)
- [🌍 DEIB Assessment](#-deib-assessment)
- [✅ Logical Validity](#-logical-validity)
- [🛡️ DARVO Analysis](#-darvo-analysis)
- [🎯 Conclusion](#-conclusion)
### 🔗 References
- [Chaos Project](https://chaoss.community/)
- [Curious Network](https://www.curiousnetwork.org/)
## 📝 Summary
- What happened: Three Chaos community members were featured as "Chaotics of the Month" on the Chaos Cast podcast
- Why it matters: Shows diverse pathways into open source community health measurement across academia, design, and data science
- Key stakeholders: Academic OSPOs, designers entering open source, data scientists, accessibility advocates
- Risks and tradeoffs: Need for better global representation in academic OSPO networks, complexity of GitHub for non-developers
- Bottom line: The Chaos project successfully creates inclusive entry points for contributors from varied backgrounds to advance open source community health
## 📖 Main Content
The podcast features interviews with three distinguished community members who represent different aspects of open source community health work. David Lieppard leads an academic OSPO at George Washington University, focusing on helping universities share knowledge through open source practices. Victoria Ot advocates for accessibility and inclusion while addressing the unique challenges designers face in open source contribution. Khali Dolphie applies data science principles to community analysis through tools like Augur and 8Knot.
Each contributor found their path to Chaos through different entry points - David through academic OSPO networking, Victoria as her first open source community experience, and Khali through data analysis tooling. Their stories illustrate how the Chaos project's working group structure provides accessible ways for people to contribute based on their expertise and interests rather than requiring traditional software development skills.
## 🗒️ Notes
#### ⏱️ [00:00](https://www.youtube.com/watch?v=B4A8xGgkeTI?t=0) — [H1] Introduction to Chaos Cast Special Episode
- Key idea: Featuring three "Chaotics of the Month" to highlight community diversity
- Evidence: "Today we have a very special episode where we hear from three distinguished chaotics"
#### ⏱️ [02:30](https://www.youtube.com/watch?v=B4A8xGgkeTI?t=150) — [H2] David Lieppard: Academic OSPO Director at GWU
- Key idea: Leading open source adoption in university setting through Sloan Foundation grant
- Evidence: "I am the director of the open source program office here at George Washington University"
#### ⏱️ [04:15](https://www.youtube.com/watch?v=B4A8xGgkeTI?t=255) — [H2] Curious Network: Academic OSPO Community
- Key idea: Sloan Foundation creates supportive network for academic OSPOs but lacks global diversity
- Evidence: "We have great representation in the US and in Europe and we do not have great representation across the rest of the globe"
#### ⏱️ [06:45](https://www.youtube.com/watch?v=B4A8xGgkeTI?t=405) — [H2] UN SDG Working Group Formation
- Key idea: Working group emerged from conference challenge to measure open source contribution to sustainable development goals
- Evidence: "If you raise your hand and ask a question, you might soon be leading a working group"
#### ⏱️ [09:30](https://www.youtube.com/watch?v=B4A8xGgkeTI?t=570) — [H3] JSON Prototype for SDG Project Classification
- Key idea: Creating simple form for maintainers to tag projects with relevant UN SDG targets
- Evidence: "A maintainer could quickly fill out a form to say that hey my project is related to education"
#### ⏱️ [12:00](https://www.youtube.com/watch?v=B4A8xGgkeTI?t=720) — [H2] University Working Group Metrics Perspectives
- Key idea: Different stakeholders need different metrics - IT departments vs researchers vs academics
- Evidence: "If you're the IT department... that's one set of metrics. But then if you're a researcher, you might be looking at how can I build a community"
#### ⏱️ [15:45](https://www.youtube.com/watch?v=B4A8xGgkeTI?t=945) — [H1] Victoria Ot: Design and Accessibility in Open Source
- Key idea: Chaos provided clear pathway for designer contribution when other open source projects were ambiguous
- Evidence: "The issues I usually had with contributing to open source was the ambiguity and what to do especially as a designer"
#### ⏱️ [18:30](https://www.youtube.com/watch?v=B4A8xGgkeTI?t=1110) — [H2] GitHub Barriers for Designers
- Key idea: GitHub complexity creates unnecessary barriers for non-developer contributors
- Evidence: "A lot of designers do not know how to use GitHub or why it's there or the purpose"
#### ⏱️ [20:15](https://www.youtube.com/watch?v=B4A8xGgkeTI?t=1215) — [H2] Accessibility Audit Focus for 2026
- Key idea: Comprehensive accessibility review of Chaos project products and websites
- Evidence: "What is peaking my interest the most right now is accessibility audit of the chaos project"
#### ⏱️ [22:00](https://www.youtube.com/watch?v=B4A8xGgkeTI?t=1320) — [H2] Including People with Disabilities in Open Source Foundation
- Key idea: Involving disabled contributors from project start improves accessibility outcomes
- Evidence: "Including people with disabilities on the foundation of building open source product... they know where a pinch is"
#### ⏱️ [24:30](https://www.youtube.com/watch?v=B4A8xGgkeTI?t=1470) — [H1] Khali Dolphie: Data Science Approach to Community Health
- Key idea: Applying data science principles to open source community analysis through Augur and 8Knot
- Evidence: "Wanting to take data science principles... and apply those practices to analyzing community data"
#### ⏱️ [27:15](https://www.youtube.com/watch?v=B4A8xGgkeTI?t=1635) — [H2] Data Science Working Group Collaboration
- Key idea: Space for researchers to collaborate on analysis methodology across different platforms
- Evidence: "Being able to have a space that people can talk about their analysis work and get feedback"
#### ⏱️ [29:45](https://www.youtube.com/watch?v=B4A8xGgkeTI?t=1785) — [H2] Practitioner Guides Development
- Key idea: Creating frameworks for specific community analysis needs like usage and adoption
- Evidence: "Please don't just look at downloads... I want to be able to say no but this and be able to have a framework"
#### ⏱️ [32:30](https://www.youtube.com/watch?v=B4A8xGgkeTI?t=1950) — [H2] Working Group Structure as Entry Point
- Key idea: Chaos working groups provide focused, manageable entry points for new contributors
- Evidence: "Looking at what interests or aligns with what your needs are most directly and getting involved in that specific working group"
#### ⏱️ [35:00](https://www.youtube.com/watch?v=B4A8xGgkeTI?t=2100) — [H3] Value Adds: Personal Interests and Recovery
- Key idea: Community members share personal interests from gardening to fitness recovery
- Evidence: Various personal sharing about dehydrators, goldfish, movie nights, and ACL surgery recovery
## 📚 References
- [Chaos Community](https://chaoss.community/)
- [Curious Network](https://www.curiousnetwork.org/)
- [Augur](https://github.com/chaoss/augur)
- [8Knot](https://github.com/8knot-io/8knot)
- [UN Sustainable Development Goals](https://sdgs.un.org/)
## 🗣️ Paraphrase
- Academic OSPOs face unique challenges in discovering and evaluating open source health across university projects, requiring different metrics than traditional industry applications
- Designers encounter significant barriers to open source contribution due to GitHub complexity and unclear pathways for non-coding contributions
- Data science approaches to community health measurement can provide more rigorous analysis when proper frameworks and collaboration spaces exist
## 📰 Newsletter
🌟 **Community Spotlight: Three Paths into Open Source Health**
This week's Chaos Cast showcased how diverse backgrounds enrich our community health measurement work. From academic OSPOs bridging university research with open collaboration, to designers advocating for accessibility from project foundations, to data scientists creating rigorous analysis frameworks - each pathway strengthens our collective understanding.
**Key Takeaway:** The Chaos project's working group structure creates multiple entry points for contribution, whether you're measuring UN Sustainable Development Goal alignment, conducting accessibility audits, or developing practitioner guides for usage metrics.
**Getting Involved:** Explore working groups that match your interests and expertise. The community actively welcomes contributors from all backgrounds, with maintainers ready to help you find meaningful ways to contribute.
Resources: [Chaos Community](https://chaoss.community/), [Working Groups](https://github.com/chaoss/community), [Practitioner Guides](https://chaoss.community/practitioner-guides/)
## ✅ Action Items
#### DevRel
- Developer education: Create onboarding materials for non-developer contributors (designers, researchers) #accessibility
- Community management: Expand chaotic of the month program to highlight diverse contribution paths #diversity
#### OSPO
- Policy & Governance: Document metrics frameworks for academic vs industry contexts #academia
- Community Engagement: Support curious network expansion to underrepresented regions globally #inclusion
- Strategic Alignment: Develop KPIs for measuring open source adoption in university settings #metrics
#### Community
- Contributors: Create GitHub alternatives or simplified workflows for designers and non-coders #accessibility
- Sponsors: Support UN SDG working group prototype development and rollout #sustainability
- Ecosystem: Foster cross-working group collaboration on practitioner guides #collaboration
#### WordPress
- Accessibility: Apply chaos accessibility audit methodologies to WordPress.org properties #accessibility
- Community: Adapt chaos working group structure for WordPress contributor onboarding #governance
- Documentation: Create practitioner guides for measuring WordPress community health #documentation
## 🧪 Hypotheses
- Working group structure provides more accessible entry points than project-based contribution for diverse contributors
- Academic OSPOs require different community health metrics than industry OSPOs due to citation-focused incentives
- Including people with disabilities in project foundations improves long-term accessibility outcomes compared to retrofitting
- Designer contribution barriers stem primarily from GitHub complexity rather than lack of valuable work opportunities
### 📊 Methodology
- Survey chaos contributors on entry pathway experiences across different working groups
- Comparative analysis of metrics used by academic vs industry OSPOs through curious network
- Accessibility audit comparison between projects with inclusive foundations vs retrofitted approaches
- User experience testing of GitHub alternatives for non-developer contributor workflows
### ❓ Questions
- How can we measure the effectiveness of different entry pathways in creating long-term community contributors?
- What metrics best capture open source project contributions to UN Sustainable Development Goals?
- How do we balance accessibility requirements with technical complexity in community analysis tools?
### 🔮 Future Research
- Cross-institution collaboration patterns in academic open source projects
- Impact measurement of accessibility-first development approaches
- Data science methodology standardization for community health analysis
### 💡 Implications
- Practice: Working group structure can be adapted by other open source communities for inclusive contribution
- Policy: Academic institutions need different open source policies than industry organizations
- Education: Non-developer contributors need specialized onboarding and tooling support
- Funding: Sustainability of academic OSPOs depends on understanding unique university contexts
### 🧠 Learning Styles Assessment
Reading level estimate: 12th grade
#### 👀 Visual learners
- Present: Working group structure diagrams, contributor pathway flowcharts
- Improve: Metrics dashboard screenshots, accessibility audit visualizations
#### 🔊 Aural learners
- Present: Full podcast audio with clear speaker transitions
- Improve: Chapter markers, transcript timestamps for easy navigation
#### 🗣️ Verbal learners
- Present: Clear definitions of OSPO, chaos, working groups with examples
- Improve: Glossary of technical terms, analogy-based explanations
#### 🧩 Kinesthetic learners
- Present: Step-by-step working group joining process
- Improve: Interactive contributor pathway selector, hands-on metric calculation exercises
#### 🧠 Logical learners
- Present: Clear cause-effect relationships between community structure and contribution patterns
- Improve: Decision trees for selecting appropriate working groups, metrics comparison tables
#### 🧑🤝🧑 Social learners
- Present: Community member interviews, collaborative working group descriptions
- Improve: Contributor mentorship matching, cross-working group collaboration examples
#### 🧘♀️ Solitary learners
- Present: Individual contributor stories, self-paced working group exploration
- Improve: Personal contribution planning worksheets, self-assessment tools
#### 🌿 Naturalistic learners
- Present: Community ecosystem analogies, organic growth patterns
- Improve: Community health as ecosystem metaphors, sustainability connections
### 📊 Accessibility Assessment
#### Screen reader semantics
- Present: Clear heading hierarchy, speaker identification in transcript
- Improve: ARIA labels for timestamp links, detailed audio descriptions
#### Keyboard navigation
- Present: Standard podcast player controls
- Improve: Keyboard shortcuts for chapter navigation, focus indicators
#### Contrast and readability
- Present: High contrast text in show notes
- Improve: Ensure 4.5:1 minimum contrast for all text elements
#### Text resizing and reflow
- Present: Responsive transcript layout
- Improve: Test at 200% zoom, ensure no horizontal scrolling
#### Media and captions
- Present: Full transcript available
- Improve: Auto-generated captions with speaker identification, downloadable transcript
#### Forms and interactions
- Present: Basic contact information for feedback
- Improve: Accessible feedback forms, clear error handling
### 🌍 DEIB Assessment
#### Cultural breadth
- Present: Global perspective on academic OSPO representation gaps
- Improve: Non-Western examples of community health practices
#### Inclusive language
- Present: Person-first language for disability discussions
- Improve: Define technical jargon consistently, avoid regional idioms
#### Neurodiversity support
- Present: Clear structure with timestamps and section headers
- Improve: Content warnings for loud audio, consistent formatting patterns
#### Representation
- Present: Diverse contributor backgrounds (academia, design, data science)
- Improve: Geographic diversity in featured contributors, varied career stages
#### Psychological safety
- Present: Welcoming tone about contribution challenges and barriers
- Improve: Explicit inclusion statements, clear community guidelines
### ✅ Logical Validity
#### Strong reasoning
- Deductive strength: Academic OSPOs need different metrics → universities focus on citations → citation-focused metrics identified
- Inductive strength: Multiple contributor entry stories → working group structure effectiveness pattern
- Causal reasoning: GitHub complexity → designer barriers → alternative tools needed
- Analogical strength: Community health measurement compared to ecosystem health analysis
#### Fallacies
- Selection bias: Only successful contributors featured, may not represent typical experience
- Hasty generalization: Three examples used to represent all contribution pathways
#### Tone of voice
- Overall tone: Welcoming, inclusive, collaborative with personal sharing and vulnerability
### 🛡️ DARVO Analysis
- Deny: No instances of denial or minimization observed
- Attack: No attacks on critics or alternative approaches
- Reverse victim/offender: No victim/offender reversals present
- Emotional cues: Positive, supportive community atmosphere with personal growth sharing
## 🎯 Conclusion
The Chaos Cast demonstrates how diverse entry pathways and working group structures can create an inclusive open source community that values different expertise areas. The three featured contributors illustrate that meaningful open source contribution extends far beyond code, encompassing academic research, accessibility advocacy, and data analysis methodology.
Key practical takeaways include the importance of providing multiple contribution pathways, reducing technical barriers for non-developers, and creating focused working groups that align with contributor interests and expertise. The community's success in attracting and retaining diverse contributors offers a model for other open source projects seeking to expand their contributor base beyond traditional software development roles.
## 🧱 Refactor Appendix
### 📚 Literature Split Pad
### [H1] Academic OSPOs require different metrics than industry
> [!quote] [Chaos Cast: Meeting the Chaotics](https://www.youtube.com/watch?v=B4A8xGgkeTI) by Chaos Community via YouTube. Published 2025-10-30. Accessed 2025-01-28.
> "If you're the IT department... that's one set of metrics. But then if you're a researcher, you might be looking at how can I build a community."
Academic institutions focus on citations and community building while IT departments prioritize stability and security metrics.
[view highlight](https://www.youtube.com/watch?v=B4A8xGgkeTI#H1) #ospo #academia #metrics ID:rw_001
### [H2] GitHub creates barriers for designer contributors
> [!quote] [Chaos Cast: Meeting the Chaotics](https://www.youtube.com/watch?v=B4A8xGgkeTI)
> "A lot of designers do not know how to use GitHub or why it's there or the purpose."
Technical complexity of development tools excludes valuable non-developer contributors from open source participation.
[view highlight](https://www.youtube.com/watch?v=B4A8xGgkeTI#H2) #accessibility #design #barriers ID:rw_002
---
### 🔖 Atomic Split Pad (Zettel Candidates)
#### [Z1] Working groups provide structured entry points
- Scope: Open source communities seeking diverse contributors
- Pointer: 32:30 timestamp discussion
- Links: [[Community-Structure]] [[Contributor-Onboarding]]
#### [Z2] Accessibility requires foundation-level inclusion
- Scope: Software projects seeking disability inclusion
- Pointer: 22:00 discussion on building with disabled contributors
- Links: [[Accessibility-Strategy]] [[Inclusive-Design]]
---
### ✏️ Fleeting Queue
- [F1] Research curious network expansion strategies — global OSPO representation #fleeting #academia
- [F2] Create GitHub alternative workflows for designers — reduce contribution barriers #fleeting #accessibility
- [F3] Document working group success patterns — replicable community structure #fleeting #governance
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