How We Built AI Bug Reports (Here’s the story)

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Building Jam

Jam.dev

42 episodes

21 hours ago

A podcast about what it’s really like to build Jam.dev, week by week. No fluff, just real conversations on upcoming features and startup moments. New episodes every Friday.

Entrepreneurship

Business

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All content for Building Jam is the property of Jam.dev and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.

A podcast about what it’s really like to build Jam.dev, week by week. No fluff, just real conversations on upcoming features and startup moments. New episodes every Friday.

Entrepreneurship

Business

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How We Built AI Bug Reports (Here’s the story)

Building Jam

14 minutes 21 seconds

8 months ago

How We Built AI Bug Reports (Here’s the story)

We just launched AI that writes your bug reports and today, we’re sharing the story with the team that built it! We’ll get into why we use Smaller Language Models instead of the larger LLMs, moved to an opt-in user experience, and all the user feedback that shaped what the feature is today.

Let's get into it!

(00:00) Intro
(01:14) Why we changed the UX from opt-out to opt-in
(02:35) How early access helped us fine-tune AI (not everything people Jam is a bug!)
(03:53) Setting our quality bar to ship AI & how to measure it
(06:02) Our biggest early access breakthroughs: auto-generated repro steps & short titles
(08:55) Decisions we made to prioritize AI speed & accuracy
(12:15) The story of how Jam AI was engineered from a van, Greece & sunny beaches

Check out Jam AI at: https://jam.dev/ai

Subscribe to Building Jam on YouTube, Spotify, and Apple Podcasts.

New episodes drop every Friday at 10AM ET. See you there!