Delegation Cheatsheet for Engineering Leads
A practical delegation cheatsheet for engineering leads: the seven levels of delegation (Management 3.0 delegation poker), Oncken and Wass's "monkey" and five degrees of initiative, context not...
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2025-09-30
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2025-09-17
Prompt Injection and Agent Security Cheatsheet
A practical cheatsheet on prompt injection and agent security: direct vs. indirect injection, Simon Willison's lethal trifecta, OWASP Top 10 for LLM Applications 2025 (LLM01 and friends), and the...
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2025-08-20
Running Open-Weight LLMs Locally Cheatsheet: Quantization, Ollama, llama.cpp, vLLM
A practical cheatsheet for running open-weight LLMs on your own hardware: quantization formats (GGUF k-quants such as Q4_K_M, GPTQ, AWQ, MXFP4), VRAM math for weights and KV cache with a Python...
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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,...
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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,...