From concept to production — the complete evolution of MMKPC Studios through every major milestone.
July 2025 – Present· 41 Milestones· Phase 6 Active
01.Initial Firebase & GitHub VSCode Setup
DONE
July 9, 2025
Project initialization with Firebase, GitHub repository setup, and VSCode environment configuration.
Repository created and configured
Firebase project initialized
Development environment set up
02.Vercel Deployment & Domain Configuration
DONE
July 12, 2025
Initial deployment to Vercel with custom domain configuration and SSL setup.
Vercel deployment pipeline
Custom domain integration
SSL certificates configured
03.AI Integration & Creator Studio Development
DONE
July 18, 2025
Core AI functionality implementation with OpenAI integration for content generation.
OpenAI API integration
AI-powered tagline generation
Content creation tools
04.Vercel Challenges & Migration Decision
DONE
July 25, 2025
Identified deployment limitations and decided to migrate to Google Cloud Platform.
Performance bottlenecks identified
Migration strategy planned
GCP evaluation completed
05.Google Cloud Platform Migration
DONE
August 2, 2025
Complete migration from Vercel to Google Cloud Run with containerization.
Docker containerization
Cloud Run deployment
Performance improvements
06.Production Deployment & Domain Migration
DONE
August 8, 2025
Production environment setup with domain migration to mmkpcstudios.com.
Production deployment
Domain migration completed
DNS configuration optimized
07.Complete Configuration & API Setup
DONE
August 12, 2025
Comprehensive API configuration with Firebase integration and security setup.
API endpoints configured
Firebase Firestore integration
Security hardening implemented
08.OpenAI Integration & Portfolio Validation
DONE
August 16, 2025
Advanced AI portfolio analysis system with GPT-4o Vision integration.
GPT-4o Vision API integration
Portfolio validation system
Image analysis capabilities
09.Custom Domain & SSL Configuration
DONE
August 19, 2025
SSL certificates and custom domain configuration for production security.
SSL certificates deployed
Domain security configured
HTTPS enforcement
10.Social Media & Branding Finalization
DONE
August 22, 2025
Brand identity completion with social media integration and visual design finalization.
Brand identity finalized
Color scheme established
Social media integration
11.Production Testing & Bug Fixes
DONE
August 25, 2025
Comprehensive testing phase with performance optimization and bug resolution.
Performance optimization
Bug fixes deployed
User experience improvements
12.Website Phase 1 Completion
DONE
August 27, 2025
Official completion of Phase 1 with full-stack application deployment and documentation.
Phase 1 milestone reached
Complete documentation
Production-ready platform
PHASE 2: AI & UX EVOLUTION
13.Enhanced AI Analysis & Critical Scoring
DONE
August 28, 2025
Advanced AI analysis with critical scoring system, image type detection, and enhanced user interface.
Critical scoring improvements
Image type detection
Enhanced UI/UX refinements
14.Analytics & Admin System Enhancement
DONE
August 31, 2025
Google Analytics integration, comprehensive admin panel, and production deployment with enhanced branding.
Google Analytics 4 integration
Enhanced admin dashboard
Production branding updates
15.Phase Two Launch: Professional Plugins Integration
DONE
September 1, 2025
Platform transformation with professional plugins, refined brand identity, and advanced animation systems.
Professional plugins integrated
Brand identity evolution
Advanced animation framework
Performance optimization
16.UVRI Algorithm System Implementation
DONE
September 1, 2025
Universal Visual Reasoning Intelligence with dual NESA/SGRA algorithms for professional portfolio analysis.
NESA scoring algorithm
SGRA recommendation system
Industry-specific specialization
Real-time analytics engine
17.Single-Page Workflow Revolution
DONE
September 2, 2025
Complete UX revolution with seamless single-page workflow, mobile-first design, and professional user experience.
Task completion improvement
Mobile-first responsive design
Gesture-enabled interactions
Accessibility compliance
18.Professional Launch & Market Leadership
DONE
September 2, 2025
Industry-leading AI portfolio analysis platform with professional-grade capabilities.
Market leadership established
User preference advantage
Expert endorsements received
Scalable enterprise architecture
PHASE 3: GAME DEV & CONTENT EXPANSION
19.MindScape Clinical Demo Integration
DONE
October 1, 2025
Integrated the MindScape therapeutic simulation as a 30-minute playable demo directly into the site, with 32 AI-powered patient personalities and real-time GPT-4o dialogue.
30-minute playable demo embedded
32 AI patient personalities
Real-time GPT-4o dialogue system
8 psychological archetypes
20.Knight: Here We Go Again — itch.io Launch
DONE
October 5, 2025
Published boss-rush action game on itch.io with embedded gameplay preview on the studio homepage.
Published on itch.io
Embedded gameplay widget on homepage
Combat system polish pass
Part of the RHM Universe
21.Portfolio Expansion & Content Cleanup
DONE
October 8, 2025
Overhauled portfolio section with updated imagery, removed incomplete entries, and aligned content with current products.
Updated hero images and screenshots
Removed incomplete SAT Suite entry
Cleaned up legacy site entries
Studio-focused hero section
22.Pomodoro RHM Timer Desktop App
DONE
October 12, 2025
Built a branded Pomodoro productivity timer with mini-mode, ambient audio, and session tracking — added as a portfolio project alongside the analyzer.
Desktop app with Electron
Mini-mode always-on-top
Audio loop bug fixes
Added to portfolio grid
23.Hero UX Overhaul & SEO Enhancement
DONE
October 18, 2025
Major hero section redesign with cinematic copy, SEO meta enhancements, and portfolio page cleanup for production readiness.
Cinematic hero copy rewrite
Enhanced meta tags and Open Graph
Portfolio grid refinements
Production deployment
PHASE 4: AI SYSTEMS & CONTENT AUTOMATION
24.Blog System & AI-Generated Content
DONE
November 1, 2025
Built a complete blog system with AI-generated content, then evaluated and removed it to keep the site focused on studio work.
AI-generated blog articles
Automated publishing pipeline
Strategic decision to remove blog
Refocused on portfolio content
25.Homepage Simplification & Cinematic Copy
DONE
November 18, 2025
Simplified the homepage with clean, confidence-focused messaging. Removed verbose copy and excessive references, implemented green gradient CTAs.
Hero: 'Building Cinematic Worlds.'
Removed excessive name-dropping
Green gradient CTAs
Consolidated navigation
26.Content Automation Pipeline
DONE
November 12, 2025
Automated content generation pipeline with OpenAI GPT-4 for content, Google Gemini for research, and ElevenLabs for voice synthesis across multiple platforms.
OpenAI + Gemini + ElevenLabs integration
46-voice audio generation
Multi-platform export (JSON, HTML, Markdown)
YouTube API for video sourcing
27.Reusable Next.js SDK Framework
DONE
November 16, 2025
Extracted and modularized the entire site into a reusable Next.js 15.5 enterprise framework with production-ready AI integrations and deployment configs.
Next.js 15.5 enterprise boilerplate
Modular AI service wrappers
Firebase auth integration extracted
Cloud Run deployment templates
28.Protocol9 Cognitive Daemon & Vector Database
DONE
November 20, 2025
Background daemon with real-time file monitoring and semantic memory via ChromaDB vector database. Electron desktop app for live visualization.
ChromaDB vector database integration
WebSocket real-time streaming
Electron Brain Visualizer app
OpenAI reasoning queries against memory
29.TaskMaster AI Code Analysis Pipeline
DONE
November 20, 2025
Multi-stage AI pipeline for large codebase analysis with incremental ingestion, vector embeddings, semantic graph construction, and GPT-4 synthesis.
Incremental file ingestion with delta detection
OpenAI embeddings with SQLite storage
Semantic graph + pattern detection
GitHub integration with commit-triggered updates
30.AI Music Generation Pipeline
DONE
November 18, 2025
Music generation using Meta MusicGen (3.3B parameters) with automated stem separation via Meta Demucs and professional audio post-processing.
Meta MusicGen 3.3B text-to-music
Demucs 4-stem separation
48kHz/24-bit mastered output
~3-5 min per 60s track on RTX 4070
31.3D Hair Simulation System (WSL2)
DONE
November 17, 2025
Set up HAAR text-to-hairstyle diffusion model on WSL2 with GPU passthrough for 3D strand-based hair generation.
HAAR (CVPR 2024) diffusion model
WSL2 Ubuntu + CUDA 12.1 GPU passthrough
PyTorch3D mesh operations
Cross-platform adapter pattern
32.Game Development — Racing Simulation Prototype
DONE
November 10, 2025
Lead engineer on a racing simulation prototype using proprietary physics and AI-driven entity behavior systems. Custom gameplay framework with real-time telemetry.
Proprietary physics simulation engine
AI-driven entity behavior systems
Real-time telemetry and analytics
Lead Engineer role on contracted project
PHASE 5: SECURITY & INFRASTRUCTURE
33.Critical Security Patches & Dependency Updates
DONE
December 6, 2025
Patched critical Node.js ecosystem vulnerabilities including Next.js RCE, Axios DoS, glob command injection, and 8 other CVEs.
Next.js RCE vulnerability patched
11 total vulnerabilities resolved
19 packages updated
Zero vulnerabilities remaining
34.LinkedIn Verification & Metadata Enhancement
DONE
December 15, 2025
Implemented LinkedIn domain verification for social posting integration and professional identity validation.
LinkedIn domain verification
OAuth app verification
Identity validation meta tags
Deployed to Cloud Run
35.Protocol9 Icon Update & Agent Integration
DONE
December 20, 2025
Updated Protocol9 branding with new icon, added Agent M and Zuri AI splash screens for the cognitive system interface.
Protocol9 icon refresh
Agent M splash screen
Zuri AI integration screen
Brand consistency across tools
36.Wawa AI — Custom AI Assistant for Creators
DONE
December 26, 2025
Launched Wawa AI, a purpose-built assistant for game developers and storytellers with 11 specialized knowledge modules, deep thinking mode, and image generation.
11 specialized brain modules
Deep Thinking Mode with confidence scoring
Image generation via Imagen 3
Google OAuth + persistent sessions
37.System Tray Watchdog & NEXUS CORTEX
DONE
December 28, 2025
Full system tray application with auto-daemon management, watchdog controls, and comprehensive NEXUS CORTEX documentation for dual-brain architecture.
System tray with auto-daemon management
Watchdog monitoring controls
NEXUS CORTEX architecture docs
ElevenLabs knowledge endpoint
PHASE 6: V3 REDESIGN & SEO
38.V3 Site Redesign — Cyber Portfolio
DONE
January 2026
Complete V3 website redesign with ParticleName hero, CyberWorld 3D background, GlitchText effects, and HoloCard portfolio grid.
ParticleName animated hero
CyberWorld 3D background
GlitchText + HoloCard components
Full cyber aesthetic overhaul
39.SEO Optimization & Deploy Fixes
DONE
January 2026
Comprehensive SEO pass with hidden keywords, enhanced metadata, dynamic sitemap, robots.txt optimization, and LFS removal for cleaner deploys.
Hidden keyword optimization
Dynamic sitemap generation
robots.txt tuned for crawlers
Removed LFS for deploy speed
40.StudioKit — Tools Section Launch
DONE
February 2026
Added StudioKit to the Tools section, giving visitors access to internal productivity and development utilities.
StudioKit tools integration
New Tools section on site
Developer utility showcase
41.Racing Simulation — Continued Engineering
ACTIVE
January–March 2026
Ongoing lead engineering on a contracted racing simulation project. Designing and validating proprietary AI behavior systems, physics tuning, and data-driven entity pipelines.
Proprietary AI behavior system refinement
Physics simulation validation pipeline
Data-driven entity framework
Continuous integration and testing
41
Milestones
600+
Days of Dev
99.8%
Uptime
6
Phases
Behind the Scenes — MMKPC Studios Development Journey by Matthew Mitchell
Behind the scenes development log for MMKPC Studios by Matthew Mitchell. 41 milestones of game development, AI engineering, and creative production from July 2025 to March 2026. Building RHM The Foundation, LightKeeper MindScape, Knight Here We Go Again, MythicMesh AI, and racing simulation systems from concept to deployment. Solo indie game developer and lead engineer journey including Unreal Engine prototyping, Steam publishing, racing simulation engineering, AI-driven entity behavior systems, proprietary physics simulation, sperm racing game development, website development with Next.js and React Three Fiber, cloud deployment on Google Cloud Run, Protocol9 cognitive daemon, Wawa AI assistant, and production AI pipelines. Matthew Mitchell MMKPC Studios lead engineer racing simulation sperm racing game indie developer.