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  • 2025-07-16

    Terminal AI Coding Agents Cheatsheet: Claude Code, Gemini CLI, Codex CLI

    A practical side-by-side cheatsheet for the three terminal coding agents of mid-2025: Claude Code, Gemini CLI and OpenAI Codex CLI. Install and auth, instruction files (CLAUDE.md, GEMINI.md,...

    Cheatsheets · cheatsheets AI LLMs agents coding agents Claude Code Gemini CLI Codex CLI MCP CLI DevOps Python English
  • 2025-06-30

    Context Engineering Cheatsheet

    A practical cheatsheet on context engineering for LLM apps and agents: what goes into the context window, the write/select/compress/isolate strategies, how long contexts fail (poisoning,...

    Cheatsheets · cheatsheets AI LLMs agents context engineering prompt engineering RAG prompt caching GenAI Python English
  • 2025-06-18

    Cognitive Offloading: Using AI Without Losing Your Edge

    What the research says about cognitive offloading to AI, from the Google effect to the 2025 studies on critical thinking and ChatGPT, and a practical protocol for engineers to get the speed of AI...

    Insightful · insightful psychology learning AI LLMs GenAI critical thinking productivity software engineering English
  • 2025-05-28

    Drawdowns and Risk Metrics Cheatsheet

    A practical cheatsheet on drawdowns and risk metrics, using the spring 2025 tariff sell-off as the running example: drawdown, max drawdown, underwater periods, the asymmetry of losses, volatility,...

    Trading · trading investing risk management drawdown Sharpe ratio Sortino ratio VaR volatility position sizing Python pandas English
  • 2025-05-14

    RAG Cheatsheet: Chunking, Hybrid Search, Reranking

    A practical cheatsheet for the retrieval half of RAG: chunking strategies and sizes, metadata, choosing embeddings, hybrid search with BM25 and reciprocal rank fusion, cross-encoder reranking,...

    Cheatsheets · cheatsheets AI LLMs RAG retrieval search embeddings BM25 reranking GenAI English
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