# The Upsides and Downsides of LLM-Generated Code - Chris Wysopal - ASW #364 Page: https://stenobird.com/podcast/application-security-weekly-audio-436682/the-upsides-and-downsides-of-llm-generated-code-chris-wysopal-asw-364 Text version: https://stenobird.com/podcast/application-security-weekly-audio-436682/the-upsides-and-downsides-of-llm-generated-code-chris-wysopal-asw-364.md Podcast: [Application Security Weekly (Audio)](https://stenobird.com/podcast/application-security-weekly-audio-436682) Published: 2026-01-06T10:00:00+00:00 Episode link: https://aswaudio.libsyn.com/the-upsides-and-downsides-of-llm-generated-code-chris-wysopal-asw-364 Audio file: https://dts.podtrac.com/redirect.mp3/traffic.libsyn.com/secure/aswaudio/ASW_364_1--64112a68-e236-4639-8584-46d8fc36182b--audio-converted--ae96ec0c-fc9e-48a1-a513-c56819a6de48.mp3?dest-id=626765 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/application-security-weekly-audio-436682/episodes/the-upsides-and-downsides-of-llm-generated-code-chris-wysopal-asw-364 Duration seconds: 4212 ## Resource Developers are adding LLMs to their code creation toolboxes, using them to assist with writing and reviewing code. Chris Wysopal talks about the security downsides of relying on LLMs and how appsec needs to adapt to dealing with more code at a faster pace. Resources https://www.veracode.com/blog/genai-code-security-report/ https://www.veracode.com/blog/ai-code-security-october-update/ https://www.veracode.com/resources/analyst-reports/2025-genai-code-security-report/ Visit https://www.securityweekly.com/asw for all the latest episodes! Show Notes: https://securityweekly.com/asw-364 ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/application-security-weekly-audio-436682/episodes/the-upsides-and-downsides-of-llm-generated-code-chris-wysopal-asw-364/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/application-security-weekly-audio-436682/the-upsides-and-downsides-of-llm-generated-code-chris-wysopal-asw-364.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.