// BLOG

Build Logs & Write-ups

Project breakdowns, technical decisions, and lessons learned along the way.

// 4 posts found

Project6 min read

Why We Built RunCompanion

What started as a frustration with generic running apps became a full-stack Flutter application with real-time AI coaching, Bluetooth HR, and GPS tracking.
FlutterAIMobile
Web Dev8 min read

Islands Architecture: Why We Moved from Vite React

Our mlebotics.com site was a React SPA. It worked fine, but it shipped a lot of JS for pages that barely needed any. Here's how Astro's islands model changed that.
AstroReactPerformance
AI7 min read

Building a Voice AI Assistant for Windows

How we built Hey Girl β€” a wake-word activated, GPT-4o powered voice assistant that runs locally on Windows with Telegram integration and persistent agent memory.
PythonAIVoice
Project5 min read

AutoFormFiller: Building a Chrome Extension with a Cloud Backend

Filling out forms is one of the most time-consuming parts of administrative work. Here's how we built an AI-powered Chrome extension that does it automatically.
PythonFlaskChrome Extension