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Blog — AI Prompts & Prompt Engineering — Page 35 | PromptABCD

AI Prompts & Prompt Engineering

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

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AI Agents

Streaming vs Batch: How to Return Agent Results

Most teams reach for streaming by default. For agents, that's usually wrong. This case study shows when AI agent streaming responses help and when they hurt.

August 16, 2026·8 min read

AI Agents

AI Agent Cost Control: Token Budgets That Work

Why is your agent bill so high? This guide to AI agent cost optimization shows the three biggest wins and the compounding cost most teams never notice.

August 16, 2026·8 min read

How to Stop Your Agent From Hallucinating Tool Calls

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AI Agents

How to Stop Your Agent From Hallucinating Tool Calls

Your agent keeps calling tools that don't exist or inventing arguments. This teardown of AI agent tool hallucination shows the real cause — and it's usually not the model.

August 16, 2026·8 min read

AI Agents

Handling Errors and Retries in AI Agents

Most agent failures in production aren't model mistakes — they're unhandled tool errors. This guide to AI agent error handling shows the taxonomy that keeps agents alive.

August 16, 2026·8 min read

AI Agents

Connecting Your Agent to APIs and Databases

An agent with database write access deleted production rows nobody could recover. This case study shows how to do AI agent API integration without handing over the keys.

August 15, 2026·8 min read

AI Agents

The Model Context Protocol (MCP) for Agents Explained

Most MCP explainers oversell it. This guide covers the Model Context Protocol agents actually use — what it standardizes, what it doesn't, and when you can skip it.

August 15, 2026·8 min read

AI Agents

Structured Outputs for Reliable AI Agents

Why does your agent work in testing and break in production? Often it's free-text parsing. This teardown shows how AI agent structured output makes agents something you can build on.

August 15, 2026·8 min read

AI Agents

How AI Agents Decide What to Do Next

AI agent decision making feels like reasoning, but underneath it's something simpler and stranger. Understanding what really happens each step is the key to fixing erratic agents.

August 15, 2026·8 min read

AI Agents

Building an AI Agent With LangGraph

Most LangGraph agent tutorials start you at the hardest place. This one shows the one-line prebuilt path first — and exactly when to graduate to a hand-built graph.

August 15, 2026·8 min read

AI Agents

Building an AI Agent With the OpenAI Agents SDK

Spent a week hand-rolling retries and tracing? This OpenAI Agents SDK tutorial gets you a tool-using agent — with handoffs and guardrails — in far fewer lines.

August 15, 2026·8 min read

AI Agents

Do You Even Need an Agent Framework?

Most agent tutorials push a framework you may not need. This teardown of the agent framework vs no framework decision shows when raw code wins and when it doesn't.

August 15, 2026·8 min read

AI Agents

AI Agent Frameworks Compared: LangGraph vs CrewAI vs AutoGen

Want AI agent frameworks compared without the hype? Here's the honest 2026 rundown of LangGraph, CrewAI, and AutoGen — including the one that quietly went into maintenance mode.

August 15, 2026·8 min read