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.
WHAT HAVE YOU DONE FOR ME LATELY
- 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 |
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 |
<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 |
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 |
unpartydocsUNCOLORunseenuappdebuggingWHAT 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 |
all_commits_complete.csvrepo_summary_complete.csvsummary_stats_complete.csvhourly_activity.csvcommit_patterns.csvcode_volume.csvproduct_categories_2025.csvSuggested 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 │
│ │
└─────────────────────────────────────────────────────────────────┘