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AI Agents Guide
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AI Agents
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#List
114 pages
Pages tagged
List
across 48 sections.
A2A Protocols
Agent Cards: How Agents Advertise Their Capabilities
Agent-to-Agent Protocols Best Practices
When to Adopt A2A vs Build a Custom Handoff Protocol
Agent Architectures
Agent Architectures Best Practices
Common Architecture Anti-Patterns in Early Agent Projects
When to Choose ReAct vs Plan-and-Execute vs Multi-Agent
Case Studies
Case Studies Best Practices
CI/CD & Lifecycle
CI/CD & Agent Lifecycle Best Practices
Rollback Strategies When a Deployed Agent Regresses
Fundamentals Rules
AI Agent Fundamentals Rules Best Practices
Common Fundamentals Mistakes New Agent Builders Make
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
Agent Loop Best Practices
Single-Turn vs Multi-Turn vs Long-Running Agents
Observability
Agent Observability Best Practices
Reliability
Postmortems for Agent Incidents: A Template
Reliability Engineering Best Practices
Agent Rules
AI Agent Rules Best Practices
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
Agent Security
Agent Security Best Practices
Security Checklist Before Shipping an Agent to Production
Short-Term Memory
Session Isolation: Keeping One User's Agent State Separate from Another's
Short-Term Memory Best Practices
Use Cases Overview
A Decision Framework: Is This Problem a Good Fit for an Agent?
Signals a Use Case Is Premature for an Agent Today
Use Cases for AI Agents Best Practices
Architecture Decisions
An ADR Template for Agent Framework Selection
Architecture Decisions Best Practices
Revisiting Old Agent Architecture Decisions as the Field Moves
On-Chain Agents
Blockchain & On-Chain Agents Best Practices
Testing On-Chain Agent Flows on Devnet Before Mainnet
Building MCP
Building & Deploying MCP Best Practices
Business & Research
Business & Research Use Cases Best Practices
Meeting and Communication Agents: Summaries, Follow-Ups, and Drafts
Research Agents: Multi-Source Investigation and Synthesis
Choosing a Framework
Choosing a Framework Best Practices
Framework Comparison Matrix: LangGraph, CrewAI, Microsoft Agent Framework & More
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
Coding & Developer-Tooling Use Cases Best Practices
Documentation and Onboarding Agents for Codebases
CrewAI
CrewAI Best Practices
Debugging a Crew That Won't Converge on an Answer
Sequential vs Hierarchical Crew Processes
Custom Runtimes
Custom Agent Runtimes Best Practices
When a Custom Runtime Stops Being Worth Maintaining
Custom Tools
Custom Tools Best Practices
Versioning and Deprecating Agent Tools Without Breaking Agents
Deploying Agents
Deploying Agents Best Practices
Environment and Secrets Management Across Deployment Targets
Git, Linux & Onboarding
Common Git Conflicts in Prompt and Config Files
Git, Linux CLI & Team Onboarding Best Practices
Linux CLI Essentials for Debugging Agent Processes
Onboarding a New Developer to an Agent Codebase
Human-in-the-Loop
Common Guardrail Mistakes That Undermine Human Oversight
Human-in-the-Loop Best Practices
Industry Use Cases
E-Commerce Agents: Product Search, Support, and Merchandising
Industry-Specific Use Cases Best Practices
Legal Agents: Contract Review and Discovery Support
Regulated-Industry Agent Checklist: Compliance, Audit, and Human Sign-Off
LangChain & LangGraph
LangChain & LangGraph Best Practices
LlamaIndex
Evaluating Retrieval Quality in a LlamaIndex Pipeline
LlamaIndex Best Practices
LLMs Behind Agents
Function Calling & Tool Use Support Across Providers
LLMs Behind Agents Best Practices
Major LLM Providers for Agent Building: OpenAI, Anthropic, Google, xAI
Matching Model Tier to Agent Task Complexity
Long-Term Memory
Long-Term Memory Best Practices
MCP Concepts
MCP's Three Primitives: Tools, Resources, and Prompts
Model Context Protocol Best Practices
The MCP Server Ecosystem: 10,000+ Servers in Production
Microsoft Agent Framework
Microsoft Agent Framework Best Practices
Multi-Agent Architecture
Avoiding Context Loss and Duplication Across Agent Handoffs
Multi-Agent Architecture Best Practices
Multi-Modal & Browser
Managed Browser Agent Platforms vs Self-Hosted Playwright
Multi-Modal & Browser Agents Best Practices
No/Low-Code Orchestration
Limitations of Visual Builders for Complex Agent Logic
No/Low-Code Orchestration Best Practices
OpenAI Agents SDK
Comparing OpenAI Agents SDK to Google's Agent Development Kit (ADK)
OpenAI Agents SDK & Native Primitives Best Practices
When Native SDK Primitives Are Enough (and When They Aren't)
Cost & Fallback
Comparing OpenRouter's Per-Model Pricing Against Direct Provider Rates
OpenRouter Cost & Fallback Best Practices
OpenRouter Fundamentals
Free Models on OpenRouter: What's Available and Their Limits
OpenRouter Fundamentals Best Practices
OpenRouter vs Calling Provider APIs Directly
Production Agents
OpenRouter in Production Best Practices
Setup & Routing
Model Slugs and Naming Conventions on OpenRouter
OpenRouter Setup & Routing Best Practices
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
Personal & Consumer Use Cases Best Practices
Prompt Injection
Guardrail Libraries and Content-Filtering Layers for Agents
Prompt Injection & Guardrails Best Practices
Red-Teaming Your Own Agent for Injection Vulnerabilities
Pydantic AI & Instructor
Pydantic AI & Instructor Best Practices
Scaling Agents
Scaling Agent Systems Best Practices
Testing Agents
Regression Testing an Agent After a Model or Prompt Change
Testing AI Agents Best Practices
Tool Use
JSON Schema for Tool Parameters: A Reference Guide
Tool Use & Function Calling Best Practices
Vector DB & RAG
Choosing a Vector Store: Pinecone, Chroma, and pgvector Compared
Vector Databases & RAG Best Practices
Vercel AI SDK
Vercel AI SDK Best Practices
What Is an Agent
AI Agents Fundamentals Best Practices
Autonomy Levels: From Single-Turn Tool Calls to Fully Autonomous Agents
Core Vocabulary Every Agent Builder Should Know
Related tags
Python
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Best Practices
Advanced
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Agent Fundamentals Rules
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