Joe Bruechner
Software Engineer | AI & Data
About
I'm Joe Bruechner — data guy at heart, full-stack builder by obsession, powered entirely by curiosity and determination.
A few years ago I was just writing Python and tuning fraud-detection models. Then powerful AI coding tools like Claude Code and Cursor showed up, and everything changed. Almost overnight I went from "What's Docker?" to shipping production apps end-to-end.
The clearest example is Atticus AI. I started with a simple idea: an AI-native workspace that actually helps small law firms and solo lawyers. Four months later there's a real, multi-tenant platform — user-specific RAG search over private documents, real-time research chat powered by Claude on Bedrock, intelligent document creation, Stripe billing, proper auth, rate limiting, and compliance baked in from day one — all built mostly solo while bootstrapping and learning half the stack along the way.
I still love data analytics and machine-learning rigor (nothing beats seeing a model move the needle in production), but right now it's just too much fun to build things that are useful, weird, or meaningful.
We're living in a moment with endless possibilities, and I'm genuinely enjoying the ride. If you're building the future and need another low-ego, high-output builder who can wear multiple hats and ship fast — let's chat!
Recent Projects
EnvMan
November 26, 2025A secure, intelligent CLI tool for managing environment variables across projects. Built in Rust with macOS Keychain integration for secure storage, SQLite for metadata, and multi-language code scanning capabilities.
Docker TUI
November 16, 2025A beautiful, fast terminal user interface for managing Docker containers built with Rust. Features real-time monitoring, keyboard-driven navigation, and minimal resource usage with async operations.
Changelog Generator
November 11, 2025A fast, efficient changelog generator written in Go that parses git commits and creates structured markdown changelogs following conventional commit standards.
Atticus AI
August 1, 2025 - ContinualA legal technology platform providing AI-powered document analysis, legal research, and case management for law firms. Built with AWS Bedrock (Claude Sonnet 4.5), multi-tenant architecture, vector search (RAG), and enterprise-grade security with HIPAA compliance.