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Blog — AI Prompts & Prompt Engineering — Page 10 | PromptABCD

AI Prompts & Prompt Engineering

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

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Multi-Agent Systems

Security in Multi-Agent Systems

A prompt injection hidden in one document compromised an entire agent team through a single trusting handoff. This multi agent security case study shows the fix.

September 28, 2026·9 min read

Multi-Agent Systems

Guardrails in Multi-Agent Systems

A single bad output from one agent can propagate through five others before anyone notices. Multi agent guardrails have to work at the seams, not just the edges. Here's how.

September 28, 2026·8 min read

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Multi-Agent Systems

How to Log Inter-Agent Messages

One team debugged a bad agent output for two days because they hadn't logged the messages agents sent each other. Multi agent message logging done right makes this a five-minute lookup.

September 25, 2026·9 min read

Multi-Agent Systems

Conflict Resolution Between Agents

Most guides say agents should 'reach consensus.' That's often wrong - consensus averages away the right answer. Multi agent conflict resolution needs structure, not a vote.

September 25, 2026·9 min read

Multi-Agent Systems

Simulating Agent Teams Before Deployment

How do you know an agent team will hold up under real load before you ship it? Multi agent simulation lets you find out cheaply. Here's a case study on doing it right.

September 25, 2026·9 min read

Multi-Agent Systems

Testing Multi-Agent Systems

Picture shipping an agent team that passed every unit test and failed in production on day one. To test a multi agent system you need more than mocks - you need the seams.

September 25, 2026·9 min read

Multi-Agent Systems

Tracing a Request Across Many Agents

In one system, the average request touched 11 agents before producing an answer. Multi agent distributed tracing is the only way to follow that path. Here's how to build it.

September 25, 2026·9 min read

Multi-Agent Systems

Observability for Multi-Agent Systems

An agent team produced a wrong answer and nobody could say which agent caused it. That blind spot is a multi agent observability failure. This teardown shows what to instrument.

September 25, 2026·8 min read

Multi-Agent Systems

Timeouts and Circuit Breakers for Agent Teams

Most reliability advice says 'add retries.' For agent teams that's backwards - a multi agent circuit breaker that stops trying is often what saves you. Here's the case study.

September 25, 2026·9 min read

Multi-Agent Systems

Load Balancing Across Agent Instances

Why do some agent instances sit idle while others drown? Naive round-robin ignores that agent tasks vary wildly in cost. Multi agent load balancing needs smarter strategies.

September 25, 2026·8 min read

Multi-Agent Systems

Agent Registries and Discovery

Picture a system where you can't add an agent without redeploying every other agent. Agent registry discovery fixes that - agents find each other at runtime. Here's how to build it.

September 25, 2026·8 min read

Multi-Agent Systems

Building a Multi-Agent System With MCP

MCP passed 97 million monthly SDK downloads by early 2026, and most teams still wire it wrong for multi-agent work. This mcp multi agent teardown shows the fix.

September 25, 2026·9 min read