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Thumbnail for How to Write a System Prompt for an Agent, Not a Workflow

How to Write a System Prompt for an Agent, Not a Workflow

AI/LLMArchitectureAI Agents

Published: 2026-04-29

The key difference between agent and workflow instructions — and why giving an agent a step-by-step process defeats the entire purpose of using an agent.

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Thumbnail for The Hidden Trap in Multimodal AI Agents: How Attachments Break Tool Calls

The Hidden Trap in Multimodal AI Agents: How Attachments Break Tool Calls

AI/LLMArchitectureAI Agents

Published: 2026-04-21

Why AI agents can't pass image URLs or Base64 data between tools — and how a simple <media> tag in the user message fixes it.

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Thumbnail for Error Handling for AI Agents: A Different Standard Than Classic Apps

Error Handling for AI Agents: A Different Standard Than Classic Apps

AI/LLMSoftware EngineeringAI Agents

Published: 2026-04-13

A 400 Bad Request kills your AI agent dead in its tracks — here's how to write errors, validation, and hints that let agents recover on their own.

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Thumbnail for From Chatbot to Agent: The Architecture Shift Nobody Talks About

From Chatbot to Agent: The Architecture Shift Nobody Talks About

AI/LLMAI AgentsArchitecture

Published: 2026-04-01

Building AI agents requires rethinking architecture from the ground up — here's what changes when you go beyond simple question-answer loops.

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Thumbnail for Beyond Chat: Designing Behavioral Frameworks for Modern AI Systems

Beyond Chat: Designing Behavioral Frameworks for Modern AI Systems

AI/LLMPrompt EngineeringAI Agents

Published: 2026-03-26

Prompt engineering isn't dying — it's evolving into system design. Learn how modern AI agent developers build behavioral frameworks that make LLMs predictable and safe.

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Thumbnail for Mastering Claude Code: A Guide to Skill-Based Architecture

Mastering Claude Code: A Guide to Skill-Based Architecture

AI/LLMPrompt EngineeringAI Agents

Published: 2026-01-08

Moving from chaotic prompts to modular architecture. A guide to designing LLM tools that minimize hallucinations.

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