⚡ Krawczyk Labs
Active Research & Open-Source Engineering

Building Next-Gen Autonomous AI & Scalable Media Architecture

Krawczyk Labs focuses on low-latency cloud integrations, LLM multi-agent orchestration, and high-performance reverse proxies for federated media streaming.

Featured Systems & Deployments

01 / ORCHESTRATION

Hermes Agent Operations

Autonomous cloud-native agent infrastructure backed by Google Vertex AI and Gemini multimodal models. Real-time telemetry, automated healing, and multi-tier failovers.

Vertex AI Python Autonomous
02 / DISTRIBUTED MEDIA

Jellyswarrm Aggregator

High-concurrency Rust-based reverse proxy aggregating multi-tenant Jellyfin clusters into unified virtual collections with on-the-fly URL translation and token mapping.

Rust Axum WebSockets
03 / OPEN SOURCE

Kodi Media Integrations

Production media add-on (plugin.audio.open_FM) delivering direct stream extraction, secure token validation, and multi-version Kodi Omega compliance.

Open-Source Python 3 API Gateway
04 / SMART AUDIO & EMBEDDED

Volumio Custom Ecosystem

Audiophile-grade network audio transport engineered on dedicated ARM hardware (Raspberry Pi). Tailored plugin pipelines, bit-perfect casting, and automated multi-room routing.

Raspberry Pi Node.js / ALSA Hi-Fi Audio

Core Infrastructure & Technology Stack

AI & LLM
Google Vertex AI
Gemini 3.8 Flash
Multimodal Vision
BACKEND & EDGE
Rust (Axum)
Python 3.11
Apache & WebSocket Proxy
IDENTITY & ACCESS
Authelia OIDC / OAuth2
WireGuard Mesh
Argon2id Hash Security
TELEMETRY
Uptime Kuma
Automated Health Probes
Linux Virtualized Nodes