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News, Guides &
Deep Dives.

Everything about private AI infrastructure, smart routing, fine-tuning, and data sovereignty.

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News March 18, 2025 · 5 min min read

Mycelis v0.3: smart routing, virtual models, and new GPU types

Version 0.3 introduces the virtual model system - one stable slug with multiple deployments behind it. Smart routing automatically picks the most cost-efficient model for each request.

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Guide April 22, 2026 · 5 Min min read

README

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Guide March 12, 2025 · 7 min min read

Save 80% of API costs with smart routing

How rule-based virtual model routing can dramatically reduce token costs - with concrete numbers and configuration examples.

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Tutorial March 5, 2025 · 10 min min read

Set up a RAG pipeline - step by step

From document upload to semantic search in your agent: a complete guide for production-ready knowledge bases.

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Deep Dive February 26, 2025 · 12 min min read

MCP tools: external APIs directly in model context

What the Model Context Protocol is, why it changes tool integration, and how to connect your own tools.

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Guide February 18, 2025 · 8 min min read

OpenClaw vs OpenCode - which agent when?

A comparison of two popular open-source agents: use cases, strengths, weaknesses, and how to host them on Mycelis.

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Guide February 10, 2025 · 9 min min read

LoRA fine-tuning: when is it worth it?

LoRA training is cost-efficient, but not always the right move. We show which use cases benefit most from fine-tuning.

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Insight February 3, 2025 · 6 min min read

GDPR compliant with Mycelis - what it means

What data sovereignty means in practice: where your data goes, what we store, and how we implement GDPR compliance.

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