AI Unslop

Audit and refine AI-generated assets, restoring code architecture, content clarity, and user interface intent.

AI-assisted generation often introduces bloated code, generic content, and repetitive UI patterns. AI Unslop is a focused service for bringing generated output back into line with the project around it. I remove unnecessary dependencies, rewrite flat copy in a direct voice, and adjust layout decisions to fit the actual product.

Legacy Code Upgrade

A one-time package, dependency, runtime, and stack component upgrade for outdated codebases.

Bring outdated components of your legacy stack up to date. This fixed-scope service upgrades runtime versions (e.g. Python, Ruby, PHP), updates critical framework packages, resolves breaking dependency conflicts, and establishes a modern, supported environment.

Ruby on Rails Upgrade

Safe multi-version upgrades, vulnerability auditing, and performance tuning for existing Rails applications.

Upgrade your outdated Ruby on Rails application to a supported version. I handle migrations, deprecated framework syntax, package conflicts, and dependency changes, then document the remaining production risks instead of promising that every deployment will be interruption-free.

VPS Infrastructure Setup

A one-time, secure deployment setup on VPS hosting (Hetzner, DigitalOcean) using Docker and Linux.

Migrate away from expensive cloud platforms to a lightweight, secure, and self-hosted VPS setup. This fixed-scope service establishes a clean Debian or Ubuntu server installation, configures firewall/SSH security, sets up Docker with container orchestration (like Nomad or Docker Compose), and configures automated offsite backups.

Web Application MVP

Launch a validated, high-performance web prototype built rapidly to test your business idea with real users.

Build and launch a functional web application prototype to test your market assumptions. Instead of spending months on a broad first release, I focus on a small end-to-end path that proves technical feasibility and gives you something real to put in front of users.