AI Coding Assistants — what is changing around future possibilities?

olivertheworks

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Sep 5, 2026
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I wanted to start a broader future possibilities thread around AI Coding Assistants.

A useful angle is quality versus speed, but it also connects with data quality. Different tools and workflows can produce very different results even when the goal is similar.

It would be interesting to compare practical examples, experiments, setups, or lessons that show where AI Coding Assistants is genuinely useful and where it still needs improvement.
 
For AI Coding Assistants — what is changing around future possibilities?, I would separate the problem into setup, output quality and repeatability. coding and assistants fits into that because it can change the result quite a lot depending on the workflow. It also gives you a cleaner baseline if you want to compare tools or settings later.