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Debugging Dan · Yesterday · 9 min

Use AI For Tasks

Dan’s take is: don’t treat AI like a text generator machine. Instead, use it to handle the boring, repetitive stuff and turn your work into actual actions. He argues that future differentiation will come from human communication—AI-generated words/images are getting easier to spot, and the “real you” still matters. But for actionable, repeatable workflows (especially programming and admin tasks), AI can be really powerful—especially with tool-calling, goals/loops, and validation so the work gets checked instead of just outputting words. Stay connected! Follow me on Bluesky at @debuggingdan.com for the latest updates, and subscribe to my YouTube channel @debuggingdan for the podcast and other interesting videos!

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Dan’s take is: don’t treat AI like a text generator machine. Instead, use it to handle the boring, repetitive stuff and turn your work into actual actions. He argues that future differentiation will come from human communication—AI-generated words/images are getting easier to spot, and the “real you” still matters. But for actionable, repeatable workflows (especially programming and admin tasks), AI can be really powerful—especially with tool-calling, goals/loops, and validation so the work gets checked instead of just outputting words.

Stay connected! Follow me on Bluesky at @debuggingdan.com for the latest updates, and subscribe to my YouTube channel @debuggingdan for the podcast and other interesting videos!

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