Marcel Soubkovsky - Logo

Selected project

S3PIA

Dockerized personal AI assistant with memory, terminal access, and cron.

Built a contained daily-driver tool with scheduling and skill installation.

Year

2026

Role

Full-stack creator

Focus

DockerLLMautomation
S3PIA web interface with CRT styling

Technologies & Tools

DockerTypeScriptAI/LLM

Tasks

Full-stack development

The Idea

S3PIA is my personal AI assistant. Basically my own version of OpenClaw, but simpler and fully contained in Docker. It runs inside a container with its own memory, terminal access, and the ability to install things, run scheduled tasks, and learn new skills.

The Challenge

The biggest technical challenge was getting everything to work inside Docker. Simpler containers don't support features like cron jobs out of the box, so I had to build my own scheduling system from scratch. It was a great puzzle to solve.

The Design

The CRT-styled interface isn't arbitrary. It's inspired by the name "S3PIA" (like sepia tones, retro vibes). I wanted the UI to feel like you're interacting with something that has character, not just another chatbot.

Daily Driver

I'm actually a daily user of this app. There's something satisfying about building a tool that becomes part of your own workflow. It learns, it schedules, it remembers, and it's all contained in a single Docker image I can spin up anywhere.