When Do AI Agents Make Sense?
Understanding when deterministic workflows are sufficient, how dynamic action selection helps systems adapt to new evidence, and when AI agents become useful.
Recent thoughts and experiments.
Technical deep dives, practical implementations and lessons from real projects.
Why AI Agents Exist?
Understanding the limitations of language models, the role of deterministic workflows, and when dynamic action selection becomes useful.
A Task That Requires More Than a Response
Understanding why generating an answer is not the same as completing a task, and why reliable investigations require evidence beyond what a language model provides.
An engineer exploring the intersection of software, AI and mathematics.
I'm a Senior Software Engineer with a strong interest in Artificial Intelligence, Computer Vision and the mathematics behind these technologies. Here I share technical insights, experiments and lessons from real projects.
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