Resources
Prompts, infographics, tools and curated references.
Data and AI Careers
30 structured careers with skills, France and Switzerland salaries, and reference profiles.
Tools Directory
45+ Data, AI, Dev and Cloud tools. Official documentation, open source, infographics.
Playground
LLM cost calculator, AI maturity quiz and interactive tools.
AI Maturity Audit Prompt
A structured prompt to assess an organization's AI maturity in under 30 minutes.
Assess your organization's AI maturity across 6 key dimensions.
AI Project Framing Prompt
Frame any AI project by defining the problem, expected ROI and success criteria.
Structure the framing of any AI project in under 20 minutes.
RAG System Evaluation Prompt
Evaluate the quality of a RAG system across 5 axes: relevance, faithfulness, coverage, latency, cost.
Complete evaluation grid to audit a production RAG system.
Production-ready RAG System Architecture
The essential components of a production-grade RAG system: chunking, embeddings, reranking, observability.
Full diagram with the 8 essential components.
The 5 Data Maturity Levels
From chaos to data-driven: the characteristics of each maturity level and how to progress.
Visual map of the 5 data maturity levels with key indicators.
AI Governance Framework
The 4 pillars of operational AI governance: ownership, access control, auditability, compliance.
Perplexity AI
AI search engine with source citations. Essential for monitoring and fast research.
LangSmith
Observability platform for LLM systems. Traces, evaluations, test datasets.
Chroma
Open-source local-first vector store. Ideal for rapid RAG prototyping.
Andrej Karpathy : YouTube
The best technical explanations on LLMs and AI from the former AI director at Tesla and OpenAI.
Simon Willison — Blog
Reference technical monitoring on LLMs, agents and applied AI. Updated daily.
Saber Dhib — GitHub
Open-source AI prototypes, architectures and experiments.