{"podcast":{"title":"Screaming in the Cloud","slug":"screaming-in-the-cloud","podcast_index_feed_id":512714,"rss_url":"https://feeds.transistor.fm/screaming-in-the-cloud","website_url":"https://screaminginthecloud.com","image_url":"https://img.transistorcdn.com/sjY7QBiTinCDr8X80gOsgDaM4fMY0WuZn87UxNTh6Fw/rs:fill:0:0:1/w:1400/h:1400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS9zaG93/LzE0OTQvMTU4Mzg2/OTQ4My1hcnR3b3Jr/LmpwZw.jpg","author":"Corey Quinn","episode_count":673,"summary":"Screaming in the Cloud with Corey Quinn features conversations with domain experts in the world of Cloud Computing. Topics discussed include AWS, GCP, Azure, Oracle Cloud, and the \"why\" behind how businesses are coming to think about the Cloud.","last_synced_at":null,"page_url":"https://stenobird.com/podcast/screaming-in-the-cloud"},"episode":{"title":"Fixing Shadow AI and Surviving re:Invent with Chase Douglas","slug":"fixing-shadow-ai-and-surviving-re-invent-with-chase-douglas","published_at":"2026-02-05T11:00:00+00:00","page_url":"https://stenobird.com/podcast/screaming-in-the-cloud/fixing-shadow-ai-and-surviving-re-invent-with-chase-douglas","show_page_url":"https://stenobird.com/podcast/screaming-in-the-cloud","url":"https://share.transistor.fm/s/acf1ee94","audio_url":"https://dts.podtrac.com/redirect.mp3/media.transistor.fm/acf1ee94/92efd4a9.mp3","summary":"Enterprises are facing a massive security gap as developers bypass official guardrails to use unvetted AI tools. Chase Douglas explains how to build a central governance pipeline to manage this 'Shadow AI' without stifling innovation.","meta_description":"Explore the risks of Shadow AI, the rising costs of AWS re:Invent, and how AI-driven development is shifting the focus from syntax to architecture.","key_points":["Main idea: Shadow AI occurs when developers use unvetted LLMs for POCs, creating significant compliance and security risks for the enterprise","Practical takeaway: Companies need a centralized pipeline for audit logging, anonymization, and anomaly detection to govern AI interactions","Failure mode: Relying on 'official' guardrails alone fails if developers can easily bypass them using personal accounts or unmanaged API keys","Industry trend: The rising cost of AWS re:Invent sponsorship and attendee tickets is fundamentally changing the value proposition of major tech conferences","Practical takeaway: AI coding tools are shifting the engineer's role from writing boilerplate to high-level architecture and rigorous test-driven development"],"chapters":[{"start_ms":60000,"title":"The Archodex Mission","summary":"Chase discusses the transition from Stackery to Archodex and the need for AI governance pipelines."},{"start_ms":500000,"title":"The Shadow AI Problem","summary":"How developers use unvetted AI tools for prototyping and the resulting security implications."},{"start_ms":795000,"title":"The Decline of re:Invent","summary":"An analysis of rising sponsorship costs and the changing atmosphere of AWS's flagship event."},{"start_ms":1385000,"title":"AWS Release Trends","summary":"A look at the shifting landscape of AWS service announcements and vendor presence."},{"start_ms":1525000,"title":"The Future of AI Coding","summary":"Why AI-augmented development is making architecture and spec-driven development more critical than ever."},{"start_ms":1810000,"title":"The Evolving Role of the Engineer","summary":"How the software engineering skillset is shifting from syntax management to system design."}],"topics":["Shadow AI","AI Governance","AWS re:Invent","Cloud Security","AI Coding Tools","Enterprise Compliance","Software Architecture","DevOps"],"duration_seconds":1963,"processing_state":"processed","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/screaming-in-the-cloud/episodes/fixing-shadow-ai-and-surviving-re-invent-with-chase-douglas/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/screaming-in-the-cloud/fixing-shadow-ai-and-surviving-re-invent-with-chase-douglas.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}