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Why “AI coding tool” is not one category, and why choosing the wrong operating mode creates bad habits quickly #
You are here:Part 12 / 20Previous][Index][ Next (TBA) ][ Workshops (TBA) ][ Appendices (TBA) Conversations about AI coding tools often become confused before they begin. A browser chat is compared with an IDE assistant, a terminal agent with a pull-request reviewer, and a remote coding agent with inline completion, as though they were interchangeable versions of the same product. They are not.
The differences affect what context the model can inspect, which actions it can take, where those actions run, how quickly a human can intervene, and how much verification the resulting work requires. The useful question is therefore not “Which AI coding tool is best?” but “Which operating mode fits this task, this repository, and this risk level?”
Many disappointing experiences come from a mismatch between the work and the tool mode. A developer attempts a multi-file refactor through pasted chat excerpts and spends more time carrying context than changing code. Another asks inline completion to make an…