Will AI Replace Humans — or Change How We Work?
The useful question is which tasks change, who checks the result and what becomes more valuable.
WRITING / PERSPECTIVES / THE BLOG
Ideas worth thinking through.
AI, software and the decisions behind useful products. Practical perspectives, grounded in primary research and engineering documentation.
AI Agents vs Traditional Chatbots
A conversation is an interface. An agent adds decisions, tools and a much larger responsibility boundary.