Category: Technical Log


  • Why I Replaced YOLO-World with YOLOE in BinBrain’s Detection Pipeline

    Why I Replaced YOLO-World with YOLOE in BinBrain’s Detection Pipeline

    When I adopted YOLO-World for BinBrain’s detection pipeline, the appeal was…

  • BinBrain’s AI Vision Stack: From Fixed COCO Classes to YOLO-World Dynamic Detection

    BinBrain’s AI Vision Stack: From Fixed COCO Classes to YOLO-World Dynamic Detection

    BinBrain uses three AI models working together to identify what’s in…

  • BinBrain iOS: iPad Split-View and Teaching YOLO-World From the Review Screen

    BinBrain iOS: iPad Split-View and Teaching YOLO-World From the Review Screen

    The BinBrain iOS SwiftUI client has been evolving quickly over the…

  • BinBrain: Building a Local AI Vision Inventory System with Ollama and FastAPI

    BinBrain: Building a Local AI Vision Inventory System with Ollama and FastAPI

    I have too many plastic storage bins in my workshop, and…

  • Building a Cross-Platform Tauri Release Workflow with GitHub Actions

    Building a Cross-Platform Tauri Release Workflow with GitHub Actions

    After packaging our Pharmacokinetics Grapher as a 9.1 MB Tauri desktop…

  • Building a Tauri Desktop App from a Vue 3 Web Application: 9.1 MB vs 50-100 MB Electron

    Building a Tauri Desktop App from a Vue 3 Web Application: 9.1 MB vs 50-100 MB Electron

    This session covers packaging the Pharmacokinetics Grapher Vue 3 web application…

  • Building a Pharmacokinetic Calculator in Vue 3

    Building a Pharmacokinetic Calculator in Vue 3

    Understanding how drug concentrations change over time is fundamental to medical…

  • Building a Pharmacokinetics Grapher: Specification Through Rigorous Review

    Building a Pharmacokinetics Grapher: Specification Through Rigorous Review

    I recently completed a comprehensive specification for Pharmacokinetics Grapher, a Vue…

  • Building Crash Recovery Hooks for Claude Code with PID-Based Detection

    Building Crash Recovery Hooks for Claude Code with PID-Based Detection

    When you’re deep in a coding session and your CLI crashes,…

  • Releasing an Alexa Skill Beta: Security Audits, Tests, and an Automated Release Workflow

    Releasing an Alexa Skill Beta: Security Audits, Tests, and an Automated Release Workflow

    Today I shipped v0.9.0-beta of Care Log, an Alexa skill that…