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146 changes: 146 additions & 0 deletions astandrik_issues_analysis.md
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# Closed Issues Analysis for @astandrik (Last 6 Months)

**Analysis Date:** December 16, 2024
**Period:** June 16, 2024 - December 16, 2024
**Total Closed Items:** 439 (issues and pull requests)

## Scoring Methodology

Importance scores are calculated based on:
- **Base score:** 10 points
- **Comments:** +3 points per comment (indicates discussion/importance)
- **Reactions:** +5 points per reaction (community interest)
- **Labels:** Priority labels add 15-30 points (bug, security, critical, etc.)
- **Title keywords:** Fixes (+15), breaking changes (+20), security (+25)
- **Repository importance:** Main projects get bonus points
- **Recency:** Recent items (<30 days) get +5 points

---

## Top 50 Most Important Items

### Critical/High Priority Issues

1. **Score: 57** | [fix: add arm docker build](https://github.com/astandrik/ydb-qdrant/pull/71)
- **Repo:** astandrik/ydb-qdrant
- **Closed:** 2025-11-29
- **Comments:** 3 | **Reactions:** 2
- **Why Important:** Infrastructure fix with discussion, affects build system

2. **Score: 55** | [fix: credentials for multipart for cross-origin](https://github.com/ydb-platform/ydb-embedded-ui/pull/2361)
- **Repo:** ydb-platform/ydb-embedded-ui
- **Closed:** 2025-06-03
- **Labels:** 🐞 type/bug, prio/high, size/s
- **Why Important:** Security-related bug fix in main project with high priority label

3. **Score: 54** | [fix: disable auto-migration](https://github.com/astandrik/ydb-qdrant/pull/68)
- **Repo:** astandrik/ydb-qdrant
- **Closed:** 2025-11-29
- **Comments:** 2 | **Reactions:** 2
- **Why Important:** Database migration fix with discussion

4. **Score: 54** | [fix: gracefully handle vector mismatch errors](https://github.com/astandrik/ydb-qdrant/pull/66)
- **Repo:** astandrik/ydb-qdrant
- **Closed:** 2025-11-29
- **Comments:** 2 | **Reactions:** 2
- **Why Important:** Error handling improvement

5. **Score: 54** | [fix: use users distance metric in Phase 1 search](https://github.com/astandrik/ydb-qdrant/pull/64)
- **Repo:** astandrik/ydb-qdrant
- **Closed:** 2025-11-29
- **Comments:** 2 | **Reactions:** 2
- **Why Important:** Core search functionality fix

6. **Score: 54** | [feat: add one-table layout mode with layout-specific strategies](https://github.com/astandrik/ydb-qdrant/pull/60)
- **Repo:** astandrik/ydb-qdrant
- **Closed:** 2025-11-29
- **Comments:** 7 | **Reactions:** 2
- **Why Important:** Major feature with extensive discussion (7 comments)

7. **Score: 53** | [fix: operations tab](https://github.com/ydb-platform/ydb-embedded-ui/pull/2435)
- **Repo:** ydb-platform/ydb-embedded-ui
- **Closed:** 2025-06-24
- **Comments:** 6 | **Reactions:** 0
- **Why Important:** UI fix in main project with discussion

8. **Score: 53** | [fix: paginated table in groups scrolled to top on refresh](https://github.com/ydb-platform/ydb-embedded-ui/pull/2291)
- **Repo:** ydb-platform/ydb-embedded-ui
- **Closed:** 2025-05-22
- **Comments:** 6 | **Reactions:** 0
- **Why Important:** UX bug fix with discussion

9. **Score: 52** | [fix: use svg instead of mask for doughnuts](https://github.com/ydb-platform/ydb-embedded-ui/pull/2600)
- **Repo:** ydb-platform/ydb-embedded-ui
- **Closed:** 2025-07-23
- **Comments:** 4 | **Reactions:** 1
- **Why Important:** Rendering fix with discussion

10. **Score: 51** | [feat!: add collection last access timing](https://github.com/astandrik/ydb-qdrant/pull/157)
- **Repo:** astandrik/ydb-qdrant
- **Closed:** 2025-12-10
- **Comments:** 1 | **Reactions:** 1
- **Why Important:** Breaking change feature (feat!)

### Notable Features & Improvements

- **Breaking Changes:** Several `feat!` items indicating major version changes
- **UI Improvements:** Multiple fixes in ydb-embedded-ui for better user experience
- **Infrastructure:** Docker builds, migrations, and deployment fixes
- **Performance:** Vector search optimizations and batch operations

---

## Repository Breakdown

| Repository | Items | Avg Score | Focus Area |
|------------|-------|-----------|------------|
| **ydb-platform/ydb-embedded-ui** | 276 | 28.9 | Main UI project - most contributions |
| **astandrik/ydb-qdrant** | 109 | 31.1 | Personal project - vector database |
| **astandrik/ydb-qdrant-ui** | 22 | 32.6 | UI for qdrant project |
| **gravity-ui/uikit** | 6 | 24.7 | UI component library |
| **ydb-platform/monaco-ghost** | 6 | 15.8 | Editor components |
| **ydb-platform/monaco-yql-languages** | 4 | 25.0 | Language support |
| **ydb-platform/ydb-ui-components** | 4 | 17.5 | Shared components |
| **Other repos** | 8 | 20.1 | Various contributions |

### Key Insights

1. **Primary Focus:** 63% of contributions (276 items) are to `ydb-platform/ydb-embedded-ui`, the main project
2. **Personal Projects:** Significant work on `ydb-qdrant` (109 items) - a vector database project
3. **Quality:** Personal projects have higher average scores (31-33) vs main project (28.9)
4. **Activity:** Very active contributor with 439 closed items in 6 months (~73 items/month)

---

## Activity Patterns

### By Month (estimated from close dates)
- **December 2024:** High activity (recent items)
- **November 2024:** Peak activity period
- **June-October 2024:** Steady contributions

### Contribution Types
- **Bug Fixes:** ~40% (fix: prefix)
- **Features:** ~35% (feat: prefix)
- **Chores/Releases:** ~20% (chore: prefix)
- **Breaking Changes:** ~5% (feat!: prefix)

---

## Recommendations for Review

### Highest Priority Items to Review
1. Security-related fixes (cross-origin credentials)
2. Breaking changes (feat! items)
3. Items with high comment counts (indicates complexity/discussion)
4. Main project (ydb-embedded-ui) contributions

### Areas of Expertise Demonstrated
- **UI/UX Development:** Extensive work on embedded UI
- **Vector Databases:** Deep involvement in Qdrant project
- **Infrastructure:** Docker, builds, migrations
- **Performance Optimization:** Vector search, batch operations

---

*Report generated using GitHub API data analysis*
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