{"podcast":{"title":"Cloud Security Podcast","slug":"cloud-security-podcast-612345","podcast_index_feed_id":612345,"rss_url":"https://anchor.fm/s/10fb9928/podcast/rss","website_url":"https://www.cloudsecuritypodcast.tv","image_url":"https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_nologo/2749242/2749242-1702414932410-4a0a63fceb0f9.jpg","author":"TechRiot.io","episode_count":351,"summary":"Learn Cloud Security in Public Cloud and for AI systems, the unbiased way from CyberSecurity Experts solving challenges at Cloud Scale. We are honest because we are not owned by Cloud Service Provider like AWS, Azure or Google Cloud. We aim to make the community learn Cloud Security through community stories from small - Large organisations solving multi-cloud challenges to diving into specific topics of Cloud Security. We STREAM interviews on Cloud Security Topics every week on Linkedin, YouTube and Twitter with over 150K people tuning in.","last_synced_at":"2026-06-17T08:19:55.930116+00:00","page_url":"https://stenobird.com/podcast/cloud-security-podcast-612345"},"episode":{"title":"SIEM vs. Data Lake: Why We Ditched Traditional Logging?","slug":"siem-vs-data-lake-why-we-ditched-traditional-logging","published_at":"2025-12-02T17:00:00+00:00","page_url":"https://stenobird.com/podcast/cloud-security-podcast-612345/siem-vs-data-lake-why-we-ditched-traditional-logging","show_page_url":"https://stenobird.com/podcast/cloud-security-podcast-612345","url":"https://podcasters.spotify.com/pod/show/cloudsecuritypodcast/episodes/SIEM-vs--Data-Lake-Why-We-Ditched-Traditional-Logging-e3bl23k","audio_url":"https://anchor.fm/s/10fb9928/podcast/play/111887924/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2025-10-29%2F413426021-44100-2-3614043ee412f.mp3","summary":"In this episode, Cliff Crosland , CEO & co-founder of Scanner.dev , shares his candid journey of trying (and initially failing) to build an in-house security data lake to replace an expensive traditional SIEM. Cliff explains the economic breaking point where scaling a SIEM became "more expensive than the entire budget for the engineering team". He details the technical challenges of moving terabytes of logs to S3 and the painful realization that querying them with Amazon Athena was slow and costly for security use cases . This episode is a deep dive into the evolution of logging architecture, from SQL-based legacy tools to the modern "messy" data lake that embraces full-text search on unstructured data. We discuss the "data engineering lift" required to build your own, the promise (and limitations) of Amazon Security Lake, and how AI agents are starting to automate detection engineering and schema management. Guest Socials - ⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Cliff's Linkedin Podcast Twitter - ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠@CloudSecPod⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ If you want to watch videos of this LIVE STREAMED episode and past episodes - Check out our other Cloud Security Social Channels: - ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Cloud Security Podcast- Youtube⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ - ⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠…","meta_description":"In this episode, Cliff Crosland , CEO & co-founder of Scanner.dev , shares his candid journey of trying (and initially failing) to build an in-house s…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2813,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/cloud-security-podcast-612345/episodes/siem-vs-data-lake-why-we-ditched-traditional-logging/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/cloud-security-podcast-612345/siem-vs-data-lake-why-we-ditched-traditional-logging.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}