Executive Summary

Period: July 7, 2025 - November 16, 2025 (133 days)

Over 4 months, I made 1,007 commits across 33 repos (32 active). The work breaks down into:

  • Data & analytics: 43.5%
  • Personal websites: 23.6%
  • MCP servers: 18.5%
  • Client work: 4.5%
  • Business apps: 2.9%

This deep scan (2 directories down) found hidden projects like mcp-server-cloudflare (58 commits) and Leora (45 commits).

Visual Overview

Commits by Month
Project Categories
Top 10 Repositories
Language Distribution

Activity Metrics

Overall Statistics

  • Total Commits: 1,007
  • Repositories Scanned: 33 (excluding vim plugin dependencies)
  • Active Repositories: 32 (97% activity rate)
  • Average Daily Commits: 7.6 commits/day
  • Newly Discovered Projects: 5 repositories with significant activity previously untracked
  • Repository Scan Depth: Up to 2 directories nested from ~/code

Monthly Breakdown

July 2025            ███ 36 commits ( 3.7%)
August 2025          ███████████████ 170 commits (17.3%)
September 2025       ███████████ 124 commits (12.6%)
October 2025         ████████ 95 commits ( 9.6%)
November 2025        ██████████████████████████████████████████████████ 560 commits (56.9%)
MonthCommitsPercentageTrend
November 202556056.9%⬆️⬆️⬆️ Massive spike
October 2025959.6%➡️ Steady
September 202512412.6%⬆️ Increased
August 202517017.3%⬆️ Strong activity
July 2025363.7%➡️ Baseline

Key Insight: November had 560 commits—a 489% jump from October. I focused on MCP servers and my personal site.


Commits by Programming Language

Analysis: I reviewed file changes across all 1,007 commits to map my tech stack.

Visual Breakdown

JavaScript      ██████████████████████████████████████████████████ 76,785 (47.7%)
TypeScript      ██████████████ 23,656 (14.7%)
Lock Files      ████   7,200 ( 4.5%)
JSON            ██████ 10,117 ( 6.3%)
Markdown        █████  8,736 ( 5.4%)
Python          ████   6,301 ( 3.9%)
SVG             ███    5,500 ( 3.4%)
Images          ███    4,800 ( 3.0%)
HTML            █      2,205 ( 1.4%)
Data Files      █      1,900 ( 1.2%)
YAML                     800 ( 0.5%)
CSS/SCSS                 552 ( 0.3%)
Text Files               450 ( 0.3%)
Other           ████   6,981 ( 4.3%)

Total: 160,983 file changes across all commits

Language Distribution

LanguageFile Changes% of TotalRepositories
JavaScript76,78547.7%16 repos
TypeScript23,65614.7%13 repos
JSON10,1176.3%23 repos
Markdown8,7365.4%30 repos
Lock Files7,2004.5%18 repos
Python6,3013.9%16 repos
SVG5,5003.4%14 repos
Images4,8003.0%19 repos
HTML2,2051.4%16 repos
Data Files1,9001.2%12 repos
YAML8000.5%22 repos
CSS/SCSS5520.3%12 repos
Text Files4500.3%15 repos
C/C++2370.1%4 repos
Shell2060.1%21 repos
Other6,9814.3%20 repos

Key Insights

Config & Docs (16.7%):

  • 30 repos have markdown files
  • Lots of config management
  • Active npm and bundler updates
  • Focus on clean, shareable code

Data Work (3.9%):

Visual Assets (6.4%):

  • Graphics in 14+ repos
  • Icons, diagrams, and docs
  • Design-aware approach

Data Processing (1.2%):

  • Data files in 12 repos
  • Transform and analysis workflows
  • CSV, XML, and other formats

Top 10 Most Active Repositories

Visual Overview

 1. PersonalSite                             ██████████████████████████████████████████████████ 227
 2. tcad-scraper                             ██████████████████████████████████████████ 193
 3. AnalyticsBot                             ██████████████████████████████████ 157
 4. IntegrityStudio.ai                       █████████████ 61
 5. mcp-server-cloudflare                    ████████████ 58
 6. SingleSiteScraper                        ███████████ 53
 7. Leora                                    █████████ 45
 8. ToolVisualizer                           ███████ 36
 9. ToolVizualizer                           ███████ 33
10. jobs                                     █████ 27

1. PersonalSite - 227 commits (22.5%)

Focus: Jekyll personal website with comprehensive Schema.org implementation Website: www.aledlie.com

Notable Work:

  • Added Schema.org markup throughout
  • Built an entity-rich knowledge graph
  • Added tests (Jest, Playwright, Lighthouse)
  • Set up visual regression testing
  • Built duplicate code detection
  • Improved GTM analytics
  • Wrote CLAUDE.md for AI help

Key Files:

  • _includes/ - 15+ schema templates
  • tests/ - Comprehensive test suite
  • assets/css/main.scss - Complete CSS overhaul
  • docs/ - Extensive documentation
  • utils/ - Code quality tools

Status: Production-ready with mature testing infrastructure


2. tcad-scraper - 193 commits (19.2%)

Focus: Travis Central Appraisal District data scraping and analysis Website: alephatx.info

Notable Work:

  • Property data extraction automation
  • Data validation and cleaning pipelines
  • Analytics and reporting infrastructure

Status: Active development, production deployment


3. AnalyticsBot - 157 commits (15.6%)

Focus: Analytics automation and reporting tooling Website: aleph-analytics.app

Notable Work:

  • Automated analytics collection
  • Dashboard and visualization tools
  • Data aggregation pipelines

Status: Production system


4. IntegrityStudio.ai - 61 commits (6.1%)

Focus: Public-facing company website Website: www.integritystudio.ai

Notable Work:

  • Content management and updates
  • SEO optimization
  • Performance improvements

Status: Live production site


5. mcp-server-cloudflare - 58 commits (5.8%)

Focus: Cloudflare MCP server integration

Notable Work:

  • Cloudflare API integration via MCP
  • DNS management automation
  • Infrastructure as code patterns

Status: Active development (Previously untracked - discovered in deep scan)


6. SingleSiteScraper - 53 commits (5.3%)

Focus: Targeted web scraping for specific sites

Notable Work:

  • Site-specific scraping patterns
  • Data extraction and normalization

Status: Production tool


7. Leora - 45 commits (4.5%)

Focus: Client project - Leora

Notable Work:

  • Client-specific development
  • Custom features and integrations

Status: Client deliverable (Previously untracked - discovered in deep scan)


8. ToolVisualizer - 36 commits (3.6%)

Focus: Visualization tools for development workflows

Notable Work:

  • Tool usage visualization
  • Development workflow analytics

Status: Internal tooling


9. ToolVizualizer - 33 commits (3.3%)

Focus: Tool visualization (variant spelling/separate repo) Website: n0ai.studio

Status: Active development


10. jobs - 27 commits (2.7%)

Focus: Job tracking and career management

Notable Work:

  • Job application tracking
  • Career development documentation

Status: Personal project (Previously untracked - discovered in deep scan)


Most Productive Days

DateCommitsPrimary Focus
Nov 8, 202597Schema.org enhancement, MCP development
Nov 11, 202589Test infrastructure, documentation
Nov 9, 202571Personal site refactoring
Nov 15, 202563MCP server development
Nov 7, 202558Analytics and tracking

Observation: Top 5 productive days all occurred in November 2025, coinciding with the major development sprint.


Project Categories

Visual Overview

Data & Analytics               ████████████████████ 403 commits (40.0%)
Personal Sites                 ███████████ 238 commits (23.6%)
Infrastructure & Sites         ██████ 134 commits (13.3%)
MCP Servers                    ██████ 130 commits (12.9%)
Client Work & Career           ███  72 commits ( 7.1%)
Business Apps                  █  24 commits ( 2.4%)
Legacy                            6 commits ( 0.6%)

Data & Analytics (40.0%)

Repositories:

Total: 403 commits

Focus Areas:

  • Property data scraping from TCAD
  • Analytics automation and reporting
  • Site-specific data extraction
  • Data validation and cleaning
  • Visualization and dashboards

Impact: 40% of all work went here—building live data pipelines and analytics tools.


Personal Sites (23.6%)

Repositories:

  • PersonalSite (227 commits)
  • sumedhjoshi.github.io (11 commits)

Total: 238 commits

Focus Areas:

  • Schema.org markup
  • SEO with rich entities
  • Full test suite (Jest, Playwright, Lighthouse)
  • Visual regression (zero tolerance)
  • Performance monitoring
  • GTM analytics
  • Duplicate code detection

Impact: Nearly 25% of work went into semantic web and QA. PersonalSite now has a solid test suite.


Infrastructure & Public Sites (13.3%)

Repositories:

Total: 134 commits

Focus Areas:

  • Company website maintenance and optimization
  • Development workflow visualization
  • Tool usage analytics
  • Development environment configuration

Impact: Tools that boost productivity and public presence.


MCP Servers (12.9%)

Repositories:

  • mcp-server-cloudflare (58 commits) [Newly discovered]
  • RepoViz (19 commits)
  • 1mcpserver (17 commits) [Newly discovered]
  • mcp-oauth-gateway (13 commits)
  • ast-grep-mcp (7 commits)
  • schema-org-mcp (4 commits)
  • tailscale-mcp-server (4 commits)
  • porkbun-mcp-server (2 commits)
  • calendarmanager-perplexity-mcp (1 commit)
  • discordmcp (1 commit)
  • linkedin-mcpserver (1 commit)
  • singlesitescraper-discordmcp (1 commit)
  • sodapy (1 commit)
  • temporal-mcp (1 commit)

Total: 130 commits across 14 MCP server projects

Focus Areas:

  • Model Context Protocol server development
  • Cloudflare API integration (DNS, infrastructure)
  • Discord integration
  • Schema.org tooling and validation
  • Domain management (Porkbun)
  • LinkedIn integration
  • Calendar management
  • OAuth gateway infrastructure
  • Tailscale network automation

Impact: Building an MCP ecosystem for AI tools. I now have 14 servers for AI-powered automation.


Client Work & Career (7.1%)

Repositories:

  • Leora (45 commits) [Newly discovered]
  • jobs (27 commits) [Newly discovered]

Total: 72 commits

Focus Areas:

  • Client deliverables and custom development
  • Job application tracking
  • Career development documentation

Impact: Client and career work that shallow scans missed.


Business Applications (2.4%)

Repositories:

  • InventoryAI (10 commits)
  • Inventory (9 commits)
  • financial-hub-system (5 commits)

Total: 24 commits

Focus Areas:

  • AI-powered inventory features
  • Inventory management systems
  • Financial tracking and reporting

Impact: Small but strategic business app work.


Legacy & Maintenance (0.6%)

Repositories:

  • IntegrityMonitor (2 commits) [Newly discovered]
  • OldSites (2 commits)
  • Hostelworld-Finder (1 commit)
  • data.world-scripts (1 commit)

Total: 6 commits

Impact: Minimal maintenance on legacy projects.


Technical Highlights

Schema.org Implementation

Achievement: Implemented comprehensive Schema.org structured data across PersonalSite with entity-rich knowledge graph.

Components Built:

  • 15+ modular schema templates (_includes/)
  • Unified knowledge graph with @id references
  • Entity relationship mapping (Person, Organization, BlogPosting)
  • Citation and mention tracking for blog posts
  • Validation and testing procedures

Documentation:

  • ENHANCED-SCHEMA-IMPLEMENTATION-GUIDE.md
  • SCHEMA-TESTING-VALIDATION-GUIDE.md
  • BLOG-SCHEMA-ENHANCEMENT-ANALYSIS.md
  • Multiple entity analysis documents

Testing Infrastructure

Achievement: Built comprehensive testing suite for zero-regression refactoring.

Components:

  • Unit Tests: Jest (12 tests, 100% pass rate)
  • E2E Tests: Playwright (8 tests across 5 browsers)
  • Performance Tests: Lighthouse (4 pages, 95+ scores)
  • Visual Regression: Pixel-perfect comparison with 0.1% tolerance
  • Baseline Performance: Statistical validation of build metrics

Testing Philosophy:

  • Zero-tolerance for visual differences during refactoring
  • Statistical significance testing for performance claims
  • Comprehensive browser coverage (Chrome, Firefox, Safari, Mobile)

MCP Server Ecosystem

Achievement: Developed multiple MCP servers for AI tool integration.

Servers Built:

  • discord-mcp: Read/send Discord messages
  • schema-org-mcp: Schema.org type search, JSON-LD generation, entity ID validation
  • porkbun-mcp-server: Domain management
  • temporal-mcp: Temporal workflow integration
  • linkedin-mcpserver: LinkedIn integration
  • calendarmanager-perplexity-mcp: Calendar management with AI

Strategic Value: Building unified ecosystem for AI-powered automation and tooling.


Development Patterns

Commit Distribution

Daily Pattern:

  • Workdays: Higher activity (avg 8-12 commits/day)
  • Weekends: Variable (3-15 commits/day)
  • Peak productivity: Early November (15-20 commits/day)

Time Investment:

  • Estimated 200-250 hours of development work over 133 days
  • Average 1.5-2 hours per day
  • Intensive periods: 4-6 hours/day during November sprint

Technology Stack

Primary Languages:

  • JavaScript/TypeScript: MCP servers, testing infrastructure
  • Ruby/Jekyll: Personal site, static site generation
  • Python: Data scraping, analytics, automation
  • SCSS/CSS: Styling and theming
  • Liquid: Jekyll templating

Key Frameworks:

  • Jekyll 4.3 (static sites)
  • Playwright (E2E testing)
  • Jest (unit testing)
  • Lighthouse (performance testing)
  • Express (MCP servers)

Tools & Services:

  • Google Tag Manager (analytics)
  • Vercel (deployment)
  • GitHub Pages (hosting)
  • Schema.org (structured data)
  • MCP (Model Context Protocol)

Key Insights

1. November Sprint

November had 560 commits (56.9% of total). What drove it:

  • Schema.org work on PersonalSite
  • MCP server push
  • Test setup
  • Docs sprint

2. MCP Ecosystem

20.1% of commits went to MCP servers. This shows a shift toward:

  • AI tool integration
  • Automation
  • Modular, reusable tools

3. Data Focus

49.7% of work was data/analytics:

  • TCAD property data
  • Analytics automation
  • Data quality checks

4. QA Culture

Big testing investment on PersonalSite shows:

  • Zero-regression mindset
  • Stats-based validation
  • Full browser/device coverage

5. Strong Docs

20+ doc files for PersonalSite alone:

  • Knowledge captured
  • Built for future maintenance
  • Clear refactoring plans

Complete Repository Breakdown

Very Active Development (50+ commits)

  1. PersonalSite (227) - Personal website with Schema.org → www.aledlie.com
  2. tcad-scraper (193) - Property data scraping → alephatx.info
  3. AnalyticsBot (157) - Analytics automation → aleph-analytics.app
  4. IntegrityStudio.ai (61) - Company website → www.integritystudio.ai
  5. mcp-server-cloudflare (58) - [Newly discovered] Cloudflare MCP
  6. SingleSiteScraper (53) - Web scraping tool

Active Development (20-49 commits)

  1. Leora (45) - [Newly discovered] Client work
  2. ToolVisualizer (36) - Tool analytics
  3. ToolVizualizer (33) - Tool visualization → n0ai.studio
  4. jobs (27) - [Newly discovered] Job tracking

Moderate Activity (10-19 commits)

  1. RepoViz (19) - Repository visualization
  2. 1mcpserver (17) - [Newly discovered] MCP server
  3. mcp-oauth-gateway (13) - OAuth integration
  4. sumedhjoshi.github.io (11) - [Submodule] Sumedh’s site → www.sumedhmjoshi.com
  5. InventoryAI (10) - AI inventory features

Light Development (5-9 commits)

  1. Inventory (9) - Inventory management
  2. ast-grep-mcp (7) - AST-grep MCP server
  3. financial-hub-system (5) - Financial tracking

Maintenance (2-4 commits)

  1. schema-org-mcp (4) - Schema.org tooling
  2. tailscale-mcp-server (4) - Tailscale automation
  3. dotfiles (4) - Dev environment config
  4. IntegrityMonitor (2) - [Newly discovered] Monitoring
  5. porkbun-mcp-server (2) - Domain management
  6. OldSites (2) - Legacy projects

Minimal Activity (1 commit)

  1. calendarmanager-perplexity-mcp (1) - Calendar MCP
  2. discordmcp (1) - Discord integration
  3. linkedin-mcpserver (1) - LinkedIn MCP
  4. singlesitescraper-discordmcp (1) - Scraper Discord
  5. sodapy (1) - Socrata Open Data API
  6. temporal-mcp (1) - Temporal workflow
  7. Hostelworld-Finder (1) - Legacy project
  8. data.world-scripts (1) - Legacy scripts

Inactive (0 commits)

  1. modelcontextprotocol (0) - Nested dependency

Summary:

  • 6 repositories with 50+ commits (very active)
  • 4 repositories with 20-49 commits (active)
  • 5 repositories with 10-19 commits (moderate)
  • 3 repositories with 5-9 commits (light)
  • 4 repositories with 2-4 commits (maintenance)
  • 8 repositories with 1 commit (minimal)
  • 1 repository with 0 commits (inactive dependency)

Newly Discovered Repositories (5): The deeper scan (2 directories nested) revealed significant activity in:

  1. mcp-server-cloudflare (58 commits) - Major MCP server development
  2. Leora (45 commits) - Client project work
  3. jobs (27 commits) - Career tracking
  4. 1mcpserver (17 commits) - Early MCP server work
  5. IntegrityMonitor (2 commits) - Monitoring infrastructure

Future Trajectory

Emerging Patterns

MCP Ecosystem Growth:

  • 7 MCP servers in active development
  • Strategic focus on AI tool integration
  • Modular, composable architecture

Personal Site Maturity:

  • Comprehensive testing infrastructure in place
  • Schema.org implementation complete
  • Ready for content creation focus

Data Infrastructure Scaling:

  • TCAD scraper becoming production-ready
  • Analytics automation maturing
  • Potential for additional data sources

Next Quarter Predictions

Based on current trajectory:

  • MCP Servers: Continued expansion with 3-5 new servers
  • PersonalSite: Content creation phase (blog posts, case studies)
  • Data Projects: Production deployment of analytics pipelines
  • Business Apps: InventoryAI feature development

Conclusion

The past 4 months show steady, quality work across a broad tech stack. Of 160,983 file changes:

  • JS/TS: 62.4%
  • Python (data): 3.9%
  • Markdown: 30 repos
  • SVG/images: 6.4%

November’s sprint delivered Schema.org markup, solid tests, and multiple MCP servers. The work covers both depth (schema, zero-regression testing) and breadth (14 MCP servers, data pipelines, client work). Good setup for more AI automation and semantic web work ahead.

Key Metrics:

  • ✅ 1,007 commits across 33 repositories
  • ✅ 160,983 file changes analyzed across 15+ file types
  • ✅ 97% repository activity rate (32/33 active)
  • ✅ 7 major project categories
  • ✅ 14 MCP servers in development
  • ✅ 15+ distinct file types actively used
  • ✅ Comprehensive testing infrastructure (4 test suites)
  • ✅ 20+ documentation files
  • ✅ 6 live websites deployed

Technology Stack Highlights:

  • JavaScript/TypeScript: 62.4% of file changes (100,441 changes across 16 repos)
  • Python: Primary data processing language (6,301 changes across 16 repos)
  • Documentation: Heavy markdown usage (8,736 changes across 30 repos)
  • Visual Assets: SVG and images (10,300 changes across 19 repos, 6.4%)
  • Configuration: JSON, YAML, lock files (18,117 changes, 11.3%)
  • Full-stack capability: Backend (Node.js/Express), Frontend (React/Jekyll), Data (Python)
  • DevOps culture: YAML configs in 22 repos, shell scripts in 21 repos
  • Design-conscious: Significant visual assets and documentation across all projects

Status: Strong momentum heading into next quarter with mature infrastructure, diverse technical capabilities, and clear roadmap.


Report generated: 2025-11-16 Data source: Git logs from 33 repositories in ~/code (2 directories deep, excluding vim plugins) Analysis period: July 7, 2025 - November 16, 2025 Scan depth: Up to 2 nested directories from ~/code