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Welcome to my digital corner! I'm Szymon, a developer exploring the realms of software engineering and artificial intelligence. Dive into my blog and projects to see what I'm up to.

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 Workflow vs Agent AI: When Neither Is the Right Answer

Workflow vs Agent AI: When Neither Is the Right Answer

AI/LLMArchitecture

Published: 2026-04-15

The overlooked perspective: sometimes 100% predictability matters more than agent flexibility. How to evaluate which model fits your task before writing a single line of code.

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