Mederic Hurier (Fmind)
Mederic Hurier, publishing as Fmind, is a YouTube creator and AI/MLOps practitioner whose channel covers practical MLOps coding, agent protocols, browser automation, long-context Gemini demos, and multimodal assistant prototypes [src-078].
Key facts
- Type: YouTube channel / technical education source
- Channel handle: @fmind-dev
- Source coverage: 62 saved regular-video transcripts from 2024-11-26 to 2026-05-14, totaling 78,507 words [src-078]
- Caption gaps: 5 regular videos were listed but had no available captions during ingestion [src-078]
- Core focus: Translating AI engineering and MLOps practices into concrete coding workflows: Python, uv, notebooks, datasets, modelling, evaluation, packaging, testing, containers, CI/CD, model registries, monitoring, explainability, lineage, and operational infrastructure [src-078]
What it covers
The largest arc is a 50-part MLOps Coding Course that treats production ML work as software engineering: reproducible environments, project structure, imports, configuration, datasets, modelling, analysis, evaluation, packaging, typing, logging, security, testing, debugging, task automation, containers, experiment tracking, model registries, releases, documentation, repositories, and operational monitoring [src-078].
The newer agent arc explains Agent-to-Agent Protocol, Model Context Protocol (MCP), and agent skills in both concise and deeper "Bleeding Agent" formats. The smaller Kate/Gemini arc demonstrates long-context and multimodal assistant patterns over open textbooks and website content [src-078].
Related concepts
- MLOps Coding Discipline
- AI Engineering Skill Stack
- AI Engineering Discipline
- Model Context Protocol (MCP)
- Agent-to-Agent Protocol
- Continuous Agent Evaluation
- LLM Observability
- Agent Security Boundaries
Source references
- [src-078] Mederic Hurier (Fmind) channel transcript cluster (62 saved transcripts, 2024-11-26 to 2026-05-14)