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Ilja Fedorow (PLAY-STAR) profile picture

Ilja Fedorow (PLAY-STAR)

Develope, Systemengineer, Tester

Joined Joined on  github website
FastAPI + SQLAlchemy — Production-Ready REST API in 30 Minutes

FastAPI + SQLAlchemy — Production-Ready REST API in 30 Minutes

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4 min read
Telegram AI Bot with Long-Term Memory in Python

Telegram AI Bot with Long-Term Memory in Python

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4 min read
Zero-Cost AI Stack: Run Production AI on Free APIs

Zero-Cost AI Stack: Run Production AI on Free APIs

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4 min read
AsyncIO Best Practices for Production AI Systems

AsyncIO Best Practices for Production AI Systems

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6 min read
Systemd Timers: Replace Cron with Modern Scheduling

Systemd Timers: Replace Cron with Modern Scheduling

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5 min read
SQLite WAL Mode: 10x Performance for Python Apps

SQLite WAL Mode: 10x Performance for Python Apps

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5 min read
FastAPI + WebSockets: Real-Time AI Chat in 100 Lines

FastAPI + WebSockets: Real-Time AI Chat in 100 Lines

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3 min read
Automate GitHub Bounty Hunting with Python

Automate GitHub Bounty Hunting with Python

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4 min read
Building a Resilient Multi-Model AI Router in Python

Building a Resilient Multi-Model AI Router in Python

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1 min read
ChromaDB + Ollama: Build a Local RAG System from Scratch

ChromaDB + Ollama: Build a Local RAG System from Scratch

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4 min read
Automate Your Media Server: Plex + Sonarr + Radarr + AI

Automate Your Media Server: Plex + Sonarr + Radarr + AI

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5 min read
Docker + ZFS: The Perfect Home Lab Storage Setup

Docker + ZFS: The Perfect Home Lab Storage Setup

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5 min read
Build a Self-Improving AI with Python, Ollama and Groq

Build a Self-Improving AI with Python, Ollama and Groq

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4 min read
Build a Telegram Bot with Long-Term Memory and Personality

Build a Telegram Bot with Long-Term Memory and Personality

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6 min read
Free AI Stack: Run Claude + Ollama + Gemini with Zero Monthly Cost

Free AI Stack: Run Claude + Ollama + Gemini with Zero Monthly Cost

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3 min read
Build a Self-Improving AI System with Python and Ollama

Build a Self-Improving AI System with Python and Ollama

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4 min read
GitHub Bounty Hunting with Python: Earn Money from Open Source

GitHub Bounty Hunting with Python: Earn Money from Open Source

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4 min read
Build a Self-Improving AI Assistant with Python and Ollama

Build a Self-Improving AI Assistant with Python and Ollama

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4 min read
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