AI agents cheat sheets

AI agents cheat sheets on Sefism, written by Tauseef Fayyaz: every concept in plain words, why it is used and the pitfall that catches people out.

76 sheets
5120 concepts

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Cheat sheet · Specialise
AI agents and MCP cheat sheet
Tool calling, MCP servers, evals.
Chapters
1. 1How agents work
2. 2Tool calling from scratch
3. Structured output and validation
+ 7 more
- 10 chapters
- 74 concepts
Opens with credits
Cheat sheet · Specialise
GenAI app architecture cheat sheet
How a production GenAI app fits together: request flow, layers, RAG, agent loop, memory, caching, guards, evals, tracing, folder layout and launch checklist.
Chapters
1. 1The request flow
2. 2Frontend and backend layers
3. The RAG pipeline
+ 7 more
- 10 chapters
- 58 concepts
Opens with credits
Cheat sheet · Specialise
AI evals cheat sheet
Evals for LLM apps and agents: golden datasets, metrics, LLM-as-judge and its biases, RAG and agent metrics, offline and online evals, CI, human review, tools.
Chapters
1. 1What evals are
2. 2Golden datasets
3. Metrics by task type
+ 7 more
- 10 chapters
- 67 concepts
Opens with credits

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