# Technical Debt as Crime Scene 🔍 — with Adam Tornhill Page: https://stenobird.com/podcast/refactoring-podcast-6754878/technical-debt-as-crime-scene-with-adam-tornhill Text version: https://stenobird.com/podcast/refactoring-podcast-6754878/technical-debt-as-crime-scene-with-adam-tornhill.md Podcast: [Refactoring Podcast](https://stenobird.com/podcast/refactoring-podcast-6754878) Published: 2025-08-29T06:00:00+00:00 Episode link: https://podcasters.spotify.com/pod/show/lucaronin/episodes/Technical-Debt-as-Crime-Scene---with-Adam-Tornhill-e37cr7h Audio file: https://anchor.fm/s/ee484c90/podcast/play/107424433/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2025-7-27%2F406380541-44100-2-cad85b29cffd1.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/refactoring-podcast-6754878/episodes/technical-debt-as-crime-scene-with-adam-tornhill Duration seconds: 2911 ## Resource Today's guest is Adam Tornhill ! Adam is the author of the popular book Your Code as a Crime Scene, and he's the founder of Code Scene. With Adam, we discussed his unique insights about technical debt and code quality, which come from his study of forensic psychology. We explored how static analysis is not enough to understand code health and why you need to look into version control history to understand hotspots, change distribution and bus factor. And finally, we inevitably talked about AI and how it changes, or maybe does not change, how we should write code.(01:23) Introduction(02:25) Adam's journey into tech(05:58) The crime scene metaphor(08:27) Version control history(10:22) A natural law of software(14:03) Code Red(15:56) Assessing good code health(22:31) Distribution of impact and the bus factor(25:33) Reducing bus factor(29:57) Reassessing knowledge(32:25) The entropy of code bases(34:53) AI in code analysis(39:44) The impact of AI coding(41:58) Preventing technical debt(44:13) The actual developer tool space(46:21) Code data and team ceremonies—This episode is brought to you by Augment Code! Augment Code is the only AI engineering platform built for real engineering teams.Learn more at augmentcode.com!—You can also find this at:• 📬 Newsletter: https://refactoring.fm• 🎧 Spotify: https://open.spotify.com/show/7Luds9dmzZDoDC8Q7EMbSw• 📱 Apple: https://podcasts.apple.com/us/podcast/refactoring-podcast/id1719137305—For inquiries about sponsoring the podcast, or appearing as a guest, email: luca@refactoring.club ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/refactoring-podcast-6754878/episodes/technical-debt-as-crime-scene-with-adam-tornhill/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/refactoring-podcast-6754878/technical-debt-as-crime-scene-with-adam-tornhill.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.