Tech Blog

Development insights, implementation stories, and technical deep-dives from real projects.

🎮 Game Development

Building Game Client Simulators: Lessons from Steam-like Interface Design

January 2025

Creating a game client simulator that mimics popular platforms like Steam involves several architectural challenges:

  • Core Components: Game library management and metadata storage
  • Launch parameter handling: Process management and user customization
  • UI state management: Different views (grid, list, details)
GameMaker Studio 2 File I/O systems UI Design Critacle Games

Dragon Quest Style RPGs: Modern Takes on Classic Mechanics

July 2025

Working on Wyrm Warrior has taught me about balancing nostalgia with modern game design expectations:

  • Turn-based combat: Quality-of-life improvements while maintaining classic feel
  • Classic progression: Transparent mechanics that players can understand
  • State machines: Battle flow and character progression management
GameMaker Studio 2 RPG Design Game Balance Critacle Games

Game Maker Language: Advanced Patterns and Performance

Ongoing

After building multiple games in GML, here are some patterns I've developed for better performance and maintainability:

  • Performance Optimizations: Efficient draw calls and memory management
  • State Management: Clean patterns for complex game state handling
  • Code Organization: Modular approaches for larger projects
GameMaker Language Performance Best Practices Architecture

🎵 Music Technology & Audio Processing

Evolving PyMusicGen: From Desktop to Web

June 2025

The journey from PyMusicGen v1 to v3 represents a complete architectural evolution:

  • Version 1 (2021): Desktop Python script with basic MIDI generation
  • Version 2 (2021): Qt interface with improved algorithms
  • Version 3 (2025): Web-based interface with real-time generation
Python Flask Audio Processing Web Development

Audio Fidelity Manipulation: Building DeFidelity

November 2024

DeFidelity processes WAV files recursively to create lo-fi versions. The technical challenge was maintaining audio quality while systematically reducing fidelity.

  • Batch processing: Directory recursion and automated processing
  • Quality parameters: Configurable reduction settings
  • Performance: Efficient processing of large audio libraries
Python Audio Processing Batch Operations Open Source

Xbox Controller + SNES Audio: The Orchestroller Project

December 2024

Orchestroller bridges modern gaming hardware with retro audio samples, mapping Xbox controller inputs to classic SNES sounds.

  • Input handling: GameMaker controller integration
  • Audio management: Sample organization and triggering
  • Latency optimization: Real-time audio responsiveness
GameMaker Studio 2 Audio Processing Hardware Integration Critacle Games

🐍 Python Development

Flask Web Applications: Image Directory Browsing

June 2025

Building a Flask-based image viewer for local directory browsing presented interesting challenges:

  • Directory traversal: Recursive navigation and file filtering
  • Thumbnail generation: Caching and performance optimization
  • Lazy loading: Efficient handling of large image collections
Python Flask Web Development Image Processing

Advanced String Processing: Puncreator's Phonetic Analysis

November 2021

Puncreator generates puns by analyzing both literal letter patterns and phonetic pronunciation:

  • Phonetic decomposition: Advanced language processing
  • Letter intersection: Pattern matching algorithms
  • Pun generation: Quality scoring and ranking systems
Python NLP Phonetic Analysis Computational Linguistics

PyRPG Mini: CSV-Driven Game Design

Maintained since 2022

One of my most popular projects (65⭐) demonstrates data-driven game development:

  • CSV architecture: Game content completely customizable via CSV files
  • Non-programmer friendly: Easy content modification without coding
  • Localization: Easy translation and content variation
Python Game Development Data-Driven Design 65⭐ GitHub

📱 iOS Development

Swift Teleprompter: TextGoUp Insights

May 2025

Building TextGoUp taught me about iOS text handling and display optimization:

  • Text rendering: Performance optimization for smooth scrolling
  • Interface design: Clean, distraction-free user experience
  • Memory management: Efficient handling of large text documents
Swift iOS Development Text Processing UI Design

☁️ Cloud & Infrastructure

Google Cloud Insights: From Certification to Practice

Based on ACE certification and cloud experience

My GCP certification and cloud experience provided insights into:

  • Architecture patterns: Microservices deployment strategies
  • Cost optimization: Efficient resource management
  • Migration strategies: On-premise to cloud transitions
  • Best practices: Security implementation and monitoring
Google Cloud Platform Cloud Architecture Migration Cost Optimization

🛠️ Development Tools & Automation

PNG Processing Automation

July 2025

PNGPaletteSwap automates color palette modifications with batch processing capabilities for efficient image workflow management.

Python Image Processing Automation Batch Operations

Git Workflow Optimization

December 2022

Created a personal Git cheat sheet after navigating complex workflows with advanced patterns and conflict resolution strategies.

Git Version Control Workflow Documentation

💡 Development Philosophy

Learning Through Building

Every project teaches something new. My approach:

  • Start with a problem: Real needs drive better solutions
  • Prototype quickly: Get something working, then iterate
  • Document learnings: Knowledge sharing benefits everyone
  • Open source when possible: Community improvement
Philosophy Learning Open Source Community

Edge Case Expertise

I'm an "edge-case person" who encounters unusual problems. This perspective helps me:

  • Robust error handling: Building for unexpected scenarios
  • Unusual use cases: Considering non-standard applications
  • Niche solutions: Creating tools for problems others haven't solved
Problem Solving Edge Cases Robust Design Innovation

📈 Recent Posts

Game Client Simulator InsightsPyMusicGen v3 ArchitectureDeFidelity Audio Processing

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