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Engineering with AI

Engineering with AI

By: Kyle Hodgson
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"Engineering with AI" is a conversation with tech leaders about what their teams are doing, what coding tools they're adopting and how- in tiny startups, in bigger teams, and in large enterprises on their digital journey, and in digital native scale-ups. We're focusing on how things are different now; what "best practices" and cultural touchstones are holding up well, and which ones are changing. How do we staff teams differently now? How do we mentor? What processes are missing; which are feeling less worthwhile?

2025 Kyle Hodgson
Episodes
  • Jonas Claesson has AI deep in the pipeline
    Jun 15 2026

    Jonas Claesson is a Principal Engineer at Provision Analytics. He’s the toolsmith and chief agent herder for a team of six developers with product managers and UX designers to help. He’s building tools his team uses every day; QA bots that use exploratory testing approaches for each story, commands that automatically compare SQL queries when they change, and generally keeping tech debt minimal.

    Check out his LinkedIn feed, its been good reading!

    We have some really amazing episodes planned, and some that we are working to schedule! However, the next episode may not come out on the normal cadence.

    As always, special thanks to our founding sponsor, Navalia!

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    54 mins
  • Ahmed Misbah has spicy takes on Engineering With AI!
    Jun 2 2026

    Ahmed is an independent consultant and AI researcher, and he has some really spicy takes! We had a really fun interview.

    - AI finally makes "Classic" QA viable

    - Maybe Anthropic's Mythos .... is a myth?

    More on Ahmed at https://tekcaffe.com/

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    54 mins
  • Hari Krishnan helps large teams adopt spec driven development at scale
    May 19 2026

    Hari Krishnan writes about Gen AI adoption at intent-driven.dev and walks us through Open Spec, a "spec anchored" framework he is an advisor to.

    Things we talked about

    • Hari's article at InfoQ: https://www.infoq.com/articles/enterprise-spec-driven-development/
    • Birgitta Böckeler’s article "Understanding Spec-Driven-Development: Kiro, spec-kit, and Tessl": https://martinfowler.com/articles/exploring-gen-ai/sdd-3-tools.html
    • Lost in the Middle: https://cs.stanford.edu/~nfliu/papers/lost-in-the-middle.arxiv2023.pdf
    • Tessl: https://docs.tessl.io/use/spec-driven-development-with-tessl
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    59 mins
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