THINK
I tracked my growth over time and built this app to prove a point.
I hope you use it to make yours.
WATER RUNS DRY
I think when you are building out your imagination that it is important to ground your work in baseline checks.
Look I would love to just continue to building unparty.app out everyday, but then I would not eat, and there would not be an unparty.app.
Knowing when to pivot, seek new connection, or walk away for a second until an idea becomes clear is often the best thing you can do before you reach burn out.
ALOT of people are talking, very FEW are building, far LESS are connecting.
- RAN THE SAME INVESTIGATION FOR 2026 YTD. SAME METHOD, NOW SCRIPTED + REPEATABLE.
- JAN 2026 : 225 commits
- FEB 2026 : 317 commits
- MARCH 2026 : 471 commits
- APR–JUL 2026 : 1,551 commits
More commits, less net line churn — 24 active repos vs. 29 at this point in 2025, net lines down 72% YTD. Smaller, more surgical, more repeatable.
Full 2026 breakdown → STILL GROWING.
FOCUS.2025
629% increase in DEV. velocity.
CORE.
┌─────────────────────────────────────────────────────────────────┐
│ │
│ 2024 ████░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░ 613 │
│ 2025 ████████████████████████████████████████████████ 4,469 │
│ │
│ GROWTH: +629% ────────────────────────────────→ FOCUSED │
│ │
└─────────────────────────────────────────────────────────────────┘unparty-app evolved from rapid experimentation in 2024 to disciplined product execution in 2025.
THE METRICS THAT MATTER
| Metric | 2024 | 2025 | Change |
|---|---|---|---|
| Total Commits | 613 | 4,469 | ▲ 629% |
| Active Repos | 20 | 74 | ▲ 270% |
| Code Added | — | 2.7M lines | 🟢 NEW |
| Code Removed | — | 1.0M lines | 🔵 CLEAN |
| Net Contribution | — | 1.7M lines | 🟡 GROWTH |
| Contributors | — | 29 unique | 🟣 TEAM |
- Metric
- Total Commits
- 2024
- 613
- 2025
- 4,469
- Change
- ▲ 629%
The 1M lines removed shows maturity: not just building—refactoring and improving.
THE THREE PILLARS
┌──────────────────┐
│ unparty-app │
│ ECOSYSTEM │
└────────┬─────────┘
┌─────────────────┼─────────────────┐
│ │ │
▼ ▼ ▼
┌───────────────┐ ┌───────────────┐ ┌───────────────┐
│ 📊 RUNWAY │ │ 📱 MOBILE │ │ 🌐 WEB/API │
│ Operations │ │ Products │ │ Platform │
│ 1,044 🔥 │ │ 732 🔥 │ │ 959 commits │
└───────────────┘ └───────────────┘ └───────────────┘1. OPERATIONS HUB — theunpartyrunway
The engine that powers everything:
- Analytics & metrics infrastructure
- GitHub automation workflows
- Data processing pipelines
- Command center for the entire organization
2. MOBILE PLATFORM — theunpartyunppp
The flagship product:
- iOS journaling application
- Primary user-facing interface
- Swift-native performance
- Mobile-first strategy validated
3. WEB & API — theunpartyapi + theunpartyapp
The platform backbone:
- Modern API-first architecture
- Next.js 15 web application
- Backend for all products
- SSR/SSG hybrid rendering
TOP 15 REPOSITORIES BY COMMITS
RANK │ REPOSITORY │ 2025 │ TOTAL │ TREND
──────┼─────────────────────────────────┼────────┼────────┼────────
#1 │ theunpartyrunway 📊 │ 1,044 │ 1,044 │ ████████
#2 │ theunpartyunppp 📱 │ 732 │ 732 │ ██████
#3 │ theunpartyapi 🌐 │ 520 │ 520 │ █████
#4 │ theunpartyapp 🖥️ │ 439 │ 472 │ ████
#5 │ theunpartydocs 📚 │ 314 │ 357 │ ███
#6 │ theunpartycrawler 🐍 │ 278 │ 278 │ ███
#7 │ theunpartyunseen 🔍 │ 202 │ 202 │ ██
#8 │ uappdebugging 🐛 │ 176 │ 176 │ ██
#9 │ nlp_perceptron 🤖 │ 91 │ 91 │ █
#10 │ UNCOLOR 🎨 │ 78 │ 79 │ █
#11 │ theunpartysomewhere 📍 │ 15 │ 118 │ ▼ SUNSET
#12 │ theunpartybuilder 🔧 │ 46 │ 46 │ █
#13 │ github-unparty-app 🔗 │ 43 │ 43 │ █
#14 │ theunpartybeta 🧪 │ 35 │ 36 │ █
#15 │ theunpartygrow 📈 │ 31 │ 32 │ █PRODUCT PORTFOLIO BREAKDOWN
📱 SWIFT iOS APPLICATIONS — 10 total
ACTIVE 2025 (7 apps) LOW ACTIVITY (3 apps)
───────────────────── ───────────────────────
theunpartyunppp 732 🔥 PRIMARY unpartyappios 3
theunpartybeta 35 theunpartyteam 2
theunpartygrow 31 unparty 1
theunpartyclock 19
theunpartyuser 14
theunpartydeveloper 12
theunpartyios 8 <strong>Insight: Swift development exploded in 2025. Mobile-first strategy is clear.
🌐 WEB APPLICATIONS — 18+ projects
| Status | Repository | 2024 | 2025 | Notes |
|---|---|---|---|---|
| 🟢 | theunpartyapi | — | 520 | API backbone |
| 🟢 | theunpartyapp | 33 | 439 | Web core |
| 🟡 | theunpartybuilder | — | 46 | Hybrid Node/Python |
| 🟡 | theunpartycloud | — | 27 | — |
| 🔴 | theunpartyterminal | 96 | 9 | -91% YoY |
| 🔴 | theunpartyproject | 46 | 11 | -76% YoY |
| 🔴 | theunpartyspace | 32 | 7 | -78% YoY |
- Status
- 🟢
- Repository
- theunpartyapi
- 2024
- —
- 2025
- 520
- Notes
- API backbone
<strong>Insight: Consolidated from many experiments to 2-3 core web platforms.
🐍 PYTHON INFRASTRUCTURE — 4+ projects
┌─────────────────────────────────────────────────────────────────┐
│ PYTHON = OPERATIONAL BACKBONE │
├─────────────────────────────────────────────────────────────────┤
│ │
│ theunpartyrunway ████████████████████████████████ 1,044 │
│ theunpartycrawler ███████████░░░░░░░░░░░░░░░░░░░░░ 278 │
│ theunpartybuilder ██░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░ 46 │
│ github-unparty-app ██░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░ 43 │
│ │
└─────────────────────────────────────────────────────────────────┘TO ALL THE WORK THAT GOES UNSEEN
These projects tell an important story about depth and maturity:
| Project | Commits | 2025 | Purpose |
|---|---|---|---|
| theunpartydocs/unparty-docs | 357 | 314 | 📚 Documentation platform |
| theunpartyunseen/unseen | 202 | 202 | 🔍 Data analysis tools |
| theunpartycharette/UNCOLOR | 79 | 78 | 🎨 Design system |
| Desktop/uappdebugging | 176 | 176 | 🐛 QA infrastructure |
| Desktop/nlp_perceptron | 91 | 91 | 🤖 ML research |
| theunpartybot/api-chat | 25 | — | 💬 Conversational AI |
- Project
- theunpartydocs/unparty-docs
- Commits
- 357
- 2025
- 314
- Purpose
- 📚 Documentation platform
depth of thinking not visible in surface analysis.
📈 YEAR-OVER-YEAR EVOLUTION
2024: EXPLORATION PHASE
┌─────────────────────────────────────────────────────────────────┐
│ EXPERIMENTS EVERYWHERE │
│ ───────────────────── │
│ • 613 commits across ~20 projects │
│ • Rapid prototyping and testing │
│ • Finding product-market fit │
│ • Building the foundation │
│ │
│ TOP PROJECTS (now reduced): │
│ theunpartystarter ████████████████████░░ 105 → 11 (-90%) │
│ theunpartysomewhere ███████████████████░░░ 103 → 15 (-85%) │
│ theunpartyterminal ██████████████████░░░░ 96 → 9 (-91%) │
│ │
│ PATTERN: Many small experiments, learning what works │
└─────────────────────────────────────────────────────────────────┘2025: FOCUSED EXECUTION
┌─────────────────────────────────────────────────────────────────┐
│ STRATEGIC CONSOLIDATION │
│ ─────────────────────── │
│ • 4,469 commits (+629% increase!) │
│ • 3 core product pillars clearly defined │
│ • Major infrastructure investment │
│ • Documentation as first-class citizen │
│ │
│ 2025 LEADERS: │
│ theunpartyrunway █████████████████████████████████████ 1,044 │
│ theunpartyunppp ██████████████████████████░░░░░░░░░░ 732 │
│ theunpartyapi ██████████████████░░░░░░░░░░░░░░░░░░ 520 │
│ theunpartyapp ███████████████░░░░░░░░░░░░░░░░░░░░░ 439 │
│ theunpartydocs ███████████░░░░░░░░░░░░░░░░░░░░░░░░░ 314 │
│ │
│ PATTERN: Deep investment in proven concepts │
└─────────────────────────────────────────────────────────────────┘💡 STRATEGIC INSIGHTS
1. PRODUCT-MARKET FIT
UNPPP. theunpartyunppp received massive investment in its first year. This is the flagship product—mobile-first strategy validated.
2. INFRASTRUCTURE INVESTMENT
RUNWAY. theunpartyrunway is the most active repository—operations, analytics, and metrics are built into the DNA.
3. DOCUMENTATION CULTURE
DOCS. theunpartydocs shows maturity and long-term thinking. Knowledge management as a core value.
4. DESIGN SYSTEMS
UNCOLOR. UNCOLOR brings systematic design. VS Code theme focuses on developer experience. Professional polish.
5. DATA-DRIVEN
CRAWLER. Data collection → analysis → ML research. Analytics at the core of decision-making.
6. QUALITY FOCUS
QA. uappdebugging and theunpartybeta demonstrate active testing. Quality is not an afterthought.
🔢 CODE VOLUME ANALYSIS
2025 OUTPUT
────────────
▲ ADDED 2.7M lines ████████████████████████████████
▼ REMOVED 1.0M lines ████████████
═ NET 1.7M lines ████████████████████
┌───────────────────────────────────────────────────────┐
│ This ratio shows MATURITY: │
│ • Not just adding features blindly │
│ • Significant refactoring (1M lines removed) │
│ • Architectural improvements, not just growth │
│ • Professional codebase management │
└───────────────────────────────────────────────────────┘👥 COLLABORATION PATTERNS
┌─────────────────────────────────────────────────────────────────┐
│ 29 UNIQUE CONTRIBUTORS │
│ ────────────────────── │
│ │
│ Individual work ████████████████████████░░░░░░░░░░ 70% │
│ AI-assisted ██████████░░░░░░░░░░░░░░░░░░░░░░░░ 30% │
│ │
│ • copilot-swe-agent visible in recent commits │
│ • claude[bot] for specific feature implementations │
│ • LLM-tagged commits: 3 this week │
│ • Human review on all AI contributions │
│ │
└─────────────────────────────────────────────────────────────────┘⏰ WORK PATTERNS
HOURLY ACTIVITY (LOCAL TIME)
─────────────────────────────
06:00 ░░
07:00 ██
08:00 ████
09:00 █████
10:00 ██████████ ← morning focus
11:00 ████████
12:00 ██████
13:00 ████████████████ ← PEAK (1pm)
14:00 ██████████████
15:00 ██████████████ ← second peak
16:00 ██████████
17:00 ████████
18:00 ██████
19:00 ████
20:00 ██
PATTERN: Mid-week focus, daytime execution
Consistent, sustainable pace🎯 THE TRANSFORMATION STORY
┌─────────────────────────────────────────────────────────────────┐
│ │
│ 2024 2025 │
│ ──── ──── │
│ │
│ Exploration Focused Execution │
│ ↓ ↓ │
│ Many experiments 3 core pillars │
│ Testing ideas Professional infra │
│ Building prototypes Documentation culture │
│ Finding fit Design systems │
│ Quality assurance │
│ Data-driven decisions │
│ │
│ 613 commits ═══════════▶ 4,469 commits │
│ │
│ 6.3x VELOCITY INCREASE │
│ │
└─────────────────────────────────────────────────────────────────┘🏁 CONCLUSION
THE COMPLETE NARRATIVE
- 613 commits across ~20 projects
- Testing ideas, building prototypes
- Finding product-market fit
- 4,469 commits (+629%)
- 3 core product pillars
- Professional infrastructure
- Documentation culture
- Design systems
- Quality assurance
- Data-driven decisions
KEY DISCOVERIES
| Finding | Evidence | Impact |
|---|---|---|
| Documentation effort | 314 commits in unpartydocs | Long-term sustainability |
| Design systems | 78 commits in UNCOLOR | Professional polish |
| Data analysis | 202 commits in unseen | Informed decisions |
| Quality focus | 176 commits in uappdebugging | Reliability |
- Finding
- Documentation effort
- Evidence
- 314 commits in
unpartydocs - Impact
- Long-term sustainability
WHAT THIS PROVES
NO SUCH THING AS VIBE CODING.
unparty-app is a focused product with:
- ✅ Clear product strategy (3 pillars)
- ✅ Professional infrastructure (ops hub, docs, design systems)
- ✅ Quality focus (testing, debugging environments)
- ✅ Data-driven approach (analytics, ML research)
- ✅ Sustainable practices (documentation, knowledge management)
- ✅ 6.3x increase in execution velocity
This is systematic, intentional product development at scale.
📊 VISUALIZATION READY
Data exported for hex.tech:
| Dataset | Size | Contents |
|---|---|---|
all_commits_complete.csv | 233KB | Full commit history |
repo_summary_complete.csv | — | All 74 active repos |
summary_stats_complete.csv | — | Aggregate metrics |
hourly_activity.csv | — | Work patterns |
commit_patterns.csv | — | FEAT/FIX distribution |
code_volume.csv | — | Lines over time |
product_categories_2025.csv | — | Strategic categories |
- Dataset
all_commits_complete.csv- Size
- 233KB
- Contents
- Full commit history
Suggested visualizations:
1. 📈 Commit timeline (2024→2025 explosion)
2. 🥧 Product category breakdown
3. ⏰ Hourly work patterns
4. ☁️ Commit message word cloud
5. 🔄 Repository evolution (sunset vs. active)
6. 📊 Code volume (additions vs. removals)
┌─────────────────────────────────────────────────────────────────┐
│ │
│ ANALYSIS METADATA │
│ ───────────────── │
│ │
│ Generated: December 19, 2025 │
│ Updated: July 24, 2026 │
│ Source: 77 local git repositories │
│ Commits: 5,738 total analyzed │
│ Reproducible: Yes, all from git history │
│ Author: theunpartygrow │
│ │
└─────────────────────────────────────────────────────────────────┘