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[Podcast] AI and APIs: What works, what doesn't

by Tom Johnson on Oct 14, 2023
categories: ai • api-doc • technical-writing • podcasts • writing

In conversations about AI, a lot of tech writers are asking what kind of scenarios is AI good for? What works, what doesn’t? In which scenarios? You may have read my responses to these questions before in previous posts, but this time I recorded a podcast with slides. In the podcast, I try to pull together these ideas into more of a narrative shape and flow. This podcast focuses on clarifying those scenarios where AI excels and where it doesn’t, particularly for technical writers creating documentation. I also argue for the inevitability of AI integration through an argument referred to as the 'obsolescence regime.'

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Using AI with API docs: What works, what doesn’t

In conversations about AI, a lot of tech writers are asking what kind of scenarios is AI good for? What works, what doesn’t? In which scenarios? This article focuses on clarifying those scenarios where AI excels and where it doesn’t, particularly for technical writers creating documentation. I also argue for the inevitability of AI integration through an argument referred to as the “obsolescence regime.”

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For a written version of this information, see this section in my API course: AI and API docs: What works, what doesn’t.

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About Tom Johnson

Tom Johnson

I'm an API technical writer based in the Seattle area. On this blog, I write about topics related to technical writing and communication — such as software documentation, API documentation, AI, information architecture, content strategy, writing processes, agent skills, tech comm careers, and more. Check out my AI courses for more on the latest in AI and tech comm. If you're looking for info about documenting APIs, see my API documentation course.

If you're a technical writer and want to keep on top of the latest trends in tech comm, be sure to subscribe to email updates below. You can also learn more about me or contact me.

Finally, I want to note a couple of things. I usually write the first drafts of my posts myself and then use AI to improve accuracy, clarity, and detail in places, so my writing is a mix of human and AI. (Hopefully that's not too off-putting.) Also, the opinions I express on my blog are my own perspectives, not those of my employer.

© 2026 Tom Johnson