Welcome ๐ŸŒฟ

This is my personal knowledge garden where ideas grow, evolve, and interconnect over time. Unlike a traditional blog, this space embraces the messy, iterative process of learning and building knowledge.

How to Navigate This Garden

Learn more about digital gardening

๐ŸŒฑ Seedlings - Early ideas, rough notes, experiments
๐ŸŒฟ Budding - Developing concepts, work in progress
๐ŸŒณ Evergreen - Mature thoughts (still growing!)

If youโ€™re finding articles that seem โ€œincompleteโ€ or โ€œwork in progressโ€ - thatโ€™s intentional!

Everything here is a living document, continuously tended and evolved. Feel free to explore any path that interests you - the garden is designed for wandering, not just reading.

This garden grows through:

  • Continuous cultivation - Regular updates and refinements
  • Learning in public - Sharing the process, not just results
  • Contextual exploration - Multiple pathways through the knowledge
  • Cross-pollination - Insights from one domain enriching others

๐Ÿ› ๏ธ Embedded Systems

Where hardware meets software in constrained computing environments


๐Ÿ’ป Development Practices

Methodologies, processes, and wisdom from the trenches

  • ๐ŸŒณ C Code Review Guide - Comprehensive embedded C code review practices
    • Safety and reliability focus for embedded systems
    • Performance optimization and memory management
    • Concurrency and interrupt handling patterns
  • ๐ŸŒฑ Project Management - Workflows and organizational strategies

๐ŸŽฅ Multimedia

Video processing, streaming, and multimedia frameworks

  • ๐ŸŒฟ GStreamer Journey - Real-time learning logs from GStreamer development
    • Day-by-day problem solving and discoveries
    • Scripts, debugging sessions, and breakthrough moments
    • Performance optimization and pipeline architecture

๐Ÿ” Cybersecurity

Security, compliance, and risk management

  • ๐ŸŒฑ Cybersecurity Overview - Security, compliance, and risk management exploration
    • Regulatory compliance frameworks
    • Threat modeling and risk assessment
    • Security integration in development workflows

๐Ÿค– AI Assisted Engineering

Leveraging AI tools to enhance development productivity while maintaining cost efficiency

  • ๐ŸŒณ Cline Cost Optimization Guide - Comprehensive team guide for reducing AI development costs by 70-90%
  • ๐ŸŒฟ AI Project Maintenance - Strategies for maintaining AI-assisted projects
  • ๐ŸŒฑ Development Examples - Real-world project examples implementing cost optimization strategies
    • Embedded camera system development with V4L2 and MIPI CSI integration
    • GStreamer pipeline optimization and performance tuning
    • Knowledge management automation and workflow enhancement

๐Ÿ› ๏ธ Tools & Utilities

Knowledge management, automation, and productivity


๐ŸŒ Connect & Explore


About This Garden

Last tended: 2025-08-25


โ€œThe best time to plant a tree was 20 years ago. The second best time is now.โ€ ๐ŸŒณ