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Updated July 12, 2026
AI agent cheat sheets are most useful when they help with a decision: what an agent is, when a workflow is enough, how the parts fit together, or which risks need controls. This ranking prioritizes what readers can use today: practical value, clarity, scope, and format. Popularity helped identify candidates, but it does not determine the final order.

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Best AI Agent Cheat Sheets

1AI Agents Cheat SheetDataCampAgent foundations and architecture2Ultimate AI Agents Cheat SheetTowards AI AcademyArchitecture and implementation choices3Workflow vs Agent vs Multi-Agent Decision Sheetu/OnlyProggingForFunChoosing the simplest architecture4Agentic AI Threats and MitigationsOWASP GenAI Security ProjectAgent security risks5LLM Usage Cheat SheetSANS InstituteTechnical agent and security workflow6AI Agents Cheat SheetFuturepediaAgent tools and starter prompts

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AI Agents Cheat Sheet

Published July 2025By DataCampLarge one-page PDF and article
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Best overall. It provides the strongest single visual map of agent concepts, components, orchestration, protocols, and implementation choices.
DataCamp covers agents, tools, memory, planning, reflection, multi-agent patterns, evaluation, MCP, A2A, common frameworks, and a basic build process. The sheet is dense and some named tools will age, but the architecture-level overview remains unusually useful.
AI Agents Cheat Sheet by DataCamp

AI Agents Cheat Sheet - agent foundations and architecture.

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Ultimate AI Agents Cheat Sheet

Updated monthly in 2026By Towards AI AcademySix-page PDF
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Best multi-page implementation guide. It has more room for architectural tradeoffs than DataCamp, but the download flow adds friction.
Towards AI spreads agent architecture, planning, memory, tools, orchestration, evaluation, and common design mistakes across six pages. It is particularly useful for builders comparing patterns rather than readers who only need a one-page conceptual overview.
Ultimate AI Agents Cheat Sheet by Towards AI Academy

Ultimate AI Agents Cheat Sheet - architecture and implementation choices.

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Workflow vs Agent vs Multi-Agent Decision Sheet

January 2026By u/OnlyProggingForFunCommunity decision diagram
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Best decision aid. It answers the most important practical question before implementation: whether the problem needs a workflow, one tool-using agent, or several agents at all.
The diagram compares deterministic workflows, tool-calling agents, and multi-agent systems through control, reliability, flexibility, cost, latency, and failure modes. It is narrower than the top two sheets, but more immediately useful when scoping a real system.
Workflow vs Agent vs Multi-Agent Decision Sheet by u/OnlyProggingForFun

Workflow vs Agent vs Multi-Agent Decision Sheet - choosing the simplest architecture.

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Agentic AI Threats and Mitigations

Current project resourceBy OWASP GenAI Security ProjectSpecialist web and PDF reference
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Best security-specific sheet. It is not an introduction to agents, but it is the most important specialist reference once an agent can take actions or access tools.
OWASP organizes agentic threats and mitigations around autonomy, tool use, memory, identity, permissions, data, and external interaction. Builders can use it to review trust boundaries and controls that general architecture sheets mention only briefly.
Agentic AI Threats and Mitigations by OWASP GenAI Security Project

Agentic AI Threats and Mitigations - agent security risks.

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LLM Usage Cheat Sheet

June 2026By SANS InstituteDownloadable technical poster
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Best for technical security practitioners. Its scope extends beyond agents, so it is less relevant to a general reader than OWASP’s focused threat reference.
The SANS poster spans prompting, context, agent workflows, MCP, evaluation, and AI security for technical and offensive-security work. It is current and detailed, but assumes more prior knowledge than the general architecture sheets above.
LLM Usage Cheat Sheet by SANS Institute

LLM Usage Cheat Sheet - technical agent and security workflow.

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AI Agents Cheat Sheet

Current landing pageBy FuturepediaDownloadable lead-magnet PDF
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Best for nontechnical beginners who want tools and starter prompts, but the access friction and promotional framing make it the weakest highlighted recommendation.
Futurepedia promises a quick architecture chart, ready-to-use prompts, and tips for building agent workflows. The resource is approachable for readers who want a practical first step, while developers will get more depth from DataCamp, Towards AI, or the decision sheet.
AI Agents Cheat Sheet by Futurepedia

AI Agents Cheat Sheet - agent tools and starter prompts.

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Other AI Agent Cheat Sheets to Consider

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Frequently Asked Questions

DataCamp is the best general visual overview. Towards AI is better for architecture depth, while the workflow-versus-agent decision sheet is the most useful option when deciding what to build.
DataCamp provides the clearest broad map. Futurepedia is more approachable for nontechnical readers, while the Reddit decision sheet helps prevent beginners from choosing a multi-agent design when a workflow would be simpler.
OWASP provides the strongest focused threat and mitigation reference. The SANS poster is broader and more technical, with additional material on prompting, MCP, evaluation, and security workflows.
Named models, tools, frameworks, and prices age quickly. Architecture concepts such as tools, memory, planning, evaluation, permissions, and the workflow-versus-agent decision remain useful longer.