Tech & Tools

Open source tools on GitHub. Production-ready, practical-focused, MIT licensed.

Public Projects

Active Python 71% Reduction

VLM Token Optimization

Python tool that reduces Vision-Language Model (VLM) token usage by 71%. 16:9 aspect ratio optimization, 24-tile division, automated API calls.

Results: 71% token reduction, production-tested

Active Python AST Analysis

LLM Dev Tools

Dependency Analyzer (373 functions) + External Memory RAG (244 files). Solving real developer pain points discovered through market research.

Features: Impact analysis, context expansion, change tracking

Coming Soon Python

OCR Coordinate Extraction

Simultaneous text recognition and coordinate extraction. Foundation for UI automation.

Coming Soon Python

Screen Diff Detection

Token saving through 24-tile diff detection. Send only changed regions.

Coming Soon Python Google Cloud

Imagen API Batch

Google Imagen API batch execution tool. 16:9 image generation for visual novels.

External Link

GitHub: @takawasi

Source code, documentation, and issue tracking for all projects.

⭐ Star | 🍴 Fork