MMKPC Studios logoMMKPC Studios
// DEVELOPMENT JOURNEY

Behind the Scenes

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