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Cheatsheet
#Cheatsheet
57 pages
Pages tagged
Cheatsheet
across 35 sections.
A2A Protocols
Agent Cards: How Agents Advertise Their Capabilities
When to Adopt A2A vs Build a Custom Handoff Protocol
Agent Architectures
When to Choose ReAct vs Plan-and-Execute vs Multi-Agent
CI/CD & Lifecycle
Rollback Strategies When a Deployed Agent Regresses
Fundamentals Rules
Context Discipline Rules for Predictable Agent Behavior
Scope Rules: When a Problem Actually Needs an Agent
The Core Agent Fundamentals Rules: A Quick-Reference List
Loops & Reasoning
Single-Turn vs Multi-Turn vs Long-Running Agents
Reliability
Postmortems for Agent Incidents: A Template
Agent Rules
Model and Provider Rules: Routing, Fallback, and Cost Discipline
Security Guardrail Rules Every Tech Lead Should Enforce
Team Rules for Reviewing and Approving Agent Changes
The Core Agent Rules: A Quick-Reference List
Short-Term Memory
Session Isolation: Keeping One User's Agent State Separate from Another's
Use Cases Overview
Signals a Use Case Is Premature for an Agent Today
Architecture Decisions
An ADR Template for Agent Framework Selection
On-Chain Agents
Testing On-Chain Agent Flows on Devnet Before Mainnet
Business & Research
Meeting and Communication Agents: Summaries, Follow-Ups, and Drafts
Research Agents: Multi-Source Investigation and Synthesis
Choosing a Framework
Framework Lock-In Risks and How to Avoid Them
Matching Team Skill Set to Framework Choice
Coding Use Cases
Code Review Agents: Automated PR Feedback at Scale
Documentation and Onboarding Agents for Codebases
CrewAI
Debugging a Crew That Won't Converge on an Answer
Sequential vs Hierarchical Crew Processes
Custom Runtimes
When a Custom Runtime Stops Being Worth Maintaining
Custom Tools
Versioning and Deprecating Agent Tools Without Breaking Agents
Deploying Agents
Environment and Secrets Management Across Deployment Targets
Git, Linux & Onboarding
Common Git Conflicts in Prompt and Config Files
Linux CLI Essentials for Debugging Agent Processes
Onboarding a New Developer to an Agent Codebase
Industry Use Cases
E-Commerce Agents: Product Search, Support, and Merchandising
Legal Agents: Contract Review and Discovery Support
LlamaIndex
Evaluating Retrieval Quality in a LlamaIndex Pipeline
LLMs Behind Agents
Function Calling & Tool Use Support Across Providers
Major LLM Providers for Agent Building: OpenAI, Anthropic, Google, xAI
Matching Model Tier to Agent Task Complexity
MCP Concepts
MCP's Three Primitives: Tools, Resources, and Prompts
The MCP Server Ecosystem: 10,000+ Servers in Production
Multi-Agent Architecture
Avoiding Context Loss and Duplication Across Agent Handoffs
Multi-Modal & Browser
Managed Browser Agent Platforms vs Self-Hosted Playwright
No/Low-Code Orchestration
Limitations of Visual Builders for Complex Agent Logic
OpenAI Agents SDK
Comparing OpenAI Agents SDK to Google's Agent Development Kit (ADK)
When Native SDK Primitives Are Enough (and When They Aren't)
Cost & Fallback
Comparing OpenRouter's Per-Model Pricing Against Direct Provider Rates
OpenRouter Fundamentals
Free Models on OpenRouter: What's Available and Their Limits
OpenRouter vs Calling Provider APIs Directly
Setup & Routing
Model Slugs and Naming Conventions on OpenRouter
Troubleshooting Common OpenRouter Setup Errors
Personal & Consumer
Chat-Integrated Agents: Discord, Slack, Telegram, and WhatsApp Bots
Consumer-Facing Agent Products: Shopping, Travel, and Concierge Bots
Prompt Injection
Guardrail Libraries and Content-Filtering Layers for Agents
Red-Teaming Your Own Agent for Injection Vulnerabilities
Testing Agents
Regression Testing an Agent After a Model or Prompt Change
Tool Use
JSON Schema for Tool Parameters: A Reference Guide
What Is an Agent
Autonomy Levels: From Single-Turn Tool Calls to Fully Autonomous Agents
Core Vocabulary Every Agent Builder Should Know
Related tags
List
Python
Advanced
Agent Rules Tech Leads
Agent Fundamentals Rules
Decision
Git Linux Team Onboarding
Llms Behind Agents
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