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Futuristic neon-lit AI architecture scene showing a central robot assistant connected to layered platforms, cloud systems, databases, analytics dashboards, and modular service components through glowing data pathways, representing the modern AI agent stack built around orchestration, APIs, tools, memory, and runtime infrastructure.

Responses API, Agents SDK, and the Modern Agent Stack

AI Agent Engineering for Developers, The Agent LoopBy Sami 24.06.2026 Leave a comment

Most teams think they are choosing a framework. In practice, they are choosing what they will be able to see, control, and recover when an agent fails. This article explains the execution layer, orchestration layer, state tradeoffs, and the real architectural decisions behind a modern agent stack.

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Robot surrounded by icons of settings, configuration, warning, check and database.

Tracing Agent Behavior: The Fastest Way to Understand What Went Wrong

AI Agent Engineering for Developers, The Agent LoopBy Sami 03.06.2026 Leave a comment

If an agent fails and you only have the final answer, you are debugging blind. This article explains how useful traces expose the exact step, tool, state, or context failure that actually broke the run.

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Text Manipulation: Automate Repetitive Work

Book Summary, The Pragmatic ProgrammerBy Sami 31.03.2026 Leave a comment

If you repeat the same text work twice, it is already time to automate it.

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Power Editing: Your Editor Is Your Sword

Book Summary, The Pragmatic ProgrammerBy Sami 10.03.2026 Leave a comment

Master your editor and you’ll double your productivity.

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