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Blog — AI Prompts & Prompt Engineering — Page 13 | PromptABCD

AI Prompts & Prompt Engineering

Practical guides, templates, and tips for Claude, ChatGPT, Gemini, and beyond.

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Multi-Agent Systems

Building a Multi-Agent System With AutoGen

This AutoGen tutorial covers the setup mistake that trips up 80% of first-time users, plus working code for a real multi-agent pipeline using ConversableAgent and GroupChat.

September 22, 2026·10 min read

Multi-Agent Systems

Building a Multi-Agent System With CrewAI

CrewAI promises to make multi-agent coordination feel like assembling a team. This crewai tutorial shows you what that means in practice — the parts that work cleanly, the parts that fight you, and when to reach for a different tool.

September 21, 2026·9 min read

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Multi-Agent Systems

Shared Memory in Multi-Agent Systems

Multi-agent shared memory is where most agent architectures get lazy — and where the most important bugs hide. Here's how to design memory that agents can actually rely on.

September 21, 2026·10 min read

Multi-Agent Systems

Message Passing Between AI Agents

How you pass messages between AI agents determines whether your multi-agent system is debuggable, reliable, and scalable — or a tangle of string-parsing logic that breaks under pressure.

September 21, 2026·11 min read

Multi-Agent Systems

How Agents Communicate With Each Other

Agent to agent communication seems simple — one agent's output becomes another's input — until you need to pass structured data, handle failures, or coordinate between parallel agents. Here's how each approach works.

September 21, 2026·11 min read

Multi-Agent Systems

Hierarchical Multi-Agent Systems

Hierarchical multi-agent systems are powerful but come with a hidden cost: every layer of the hierarchy multiplies your latency. Here's how to build hierarchy that's worth the overhead.

September 21, 2026·11 min read

Multi-Agent Systems

Supervisor Agents Explained

Supervisor agents sound simple — one agent managing others — but most implementations fail for the same reason: the supervisor is asked to do too much reasoning and not enough deciding. Here's how to get it right.

September 21, 2026·10 min read

Multi-Agent Systems

The Orchestrator-Worker Pattern

Most guides on the orchestrator-worker pattern get the relationship backwards. The orchestrator should be the simplest agent in your system — here's why, and how to build it correctly.

September 21, 2026·11 min read

Multi-Agent Systems

How to Orchestrate Multiple AI Agents

Knowing how to orchestrate multiple AI agents is the difference between a collection of API calls and a working system. Here's how to build coordination logic that holds up in production.

September 21, 2026·11 min read

Multi-Agent Systems

Single Agent vs Multi-Agent: When to Split

Single vs multi agent isn't a question of which is more sophisticated — it's about which fits the task. Here's a practical framework for making the right call before you build.

September 21, 2026·9 min read

Multi-Agent Systems

What Are Multi-Agent Systems?

Multi-agent systems explained from scratch: how multiple AI agents coordinate to outperform single models, and the architecture patterns that make it work in production AI systems.

September 21, 2026·9 min read

CLI AI Agents

Managing Reusable Prompts for Terminal Workflows

Retyping your best prompt from memory loses its refinements every time. Managing cli agent reusable prompts as named, parameterized, versioned assets keeps the prompt quality you earned — and lets you share it.

September 19, 2026·9 min read