Reflections

Reflections

Digital solution design, AI and software architecture — case studies.

Results (2)

When the app joins the conversation: what MCP changes about the experience

MotorTrack can be used from ChatGPT without learning a new interface. Usage becomes natural after an initial setup that still requires some hand-holding.

September 17, 20266 min read

From AI assistant to AI agent: when conversation becomes action

AI assistant, tool-using assistant, AI agent: three levels we keep conflating. The difference isn't the number of tools used, but who decides the steps and drives their sequence.

September 10, 20265 min read