{"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":355,"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":"2026-07-29T08:17:24.322159+00:00","page_url":"https://stenobird.com/podcast/cloud-security-podcast-612345"},"episode":{"title":"The Hidden Cost of BlackBox AI: Bridging Cloud and Code Security","slug":"the-hidden-cost-of-blackbox-ai-bridging-cloud-and-code-security","published_at":"2026-07-09T20:09:31+00:00","page_url":"https://stenobird.com/podcast/cloud-security-podcast-612345/the-hidden-cost-of-blackbox-ai-bridging-cloud-and-code-security","show_page_url":"https://stenobird.com/podcast/cloud-security-podcast-612345","url":"https://podcasters.spotify.com/pod/show/cloudsecuritypodcast/episodes/The-Hidden-Cost-of-BlackBox-AI-Bridging-Cloud-and-Code-Security-e3lsevn","audio_url":"https://anchor.fm/s/10fb9928/podcast/play/122616247/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-6-9%2F427668412-44100-2-f8642faa86e7b.mp3","summary":"Traditional SCA and SAST tools are notorious for drowning security teams in false positives, historically flagging nine out of ten alerts incorrectly. But while generative AI seems like a magic bullet, simply wrapping an out-of-the-box LLM around your code can result in confident hallucinations and astronomical costs extrapolating to as much as $52 million a year for a large enterprise using frontier models. In this episode, Ashish sits down with Harry Wetherald , CEO and co-founder of Maze, to discuss the evolution of AI-native AppSec and Cloud Security. Harry breaks down the critical difference between vulnerability reachability (is the code active?) and true exploitability (can an attacker actually trigger it logically?). He also explains why the historical walls between cloud security and application security teams are finally crumbling as AI acts as a perfect translator between the two domains. If your team is debating "Build vs. Buy" for AI security tools, this episode is essential. Harry shares the biggest red flags to watch out for in AI vendors (beware the "black box"), how to intelligently route across models to optimize token costs by 100x, and how a true "security brain" orchestrates multiple investigations to provide reliable context across your entire environment. Guest Socials -⁠⁠ ⁠⁠⁠⁠⁠ ⁠Harry's Linkedin ⁠ Podcast Twitter - ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠@CloudSecPod⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠…","meta_description":"Traditional SCA and SAST tools are notorious for drowning security teams in false positives, historically flagging nine out of ten alerts incorrectly. But…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2564,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/cloud-security-podcast-612345/episodes/the-hidden-cost-of-blackbox-ai-bridging-cloud-and-code-security/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/the-hidden-cost-of-blackbox-ai-bridging-cloud-and-code-security.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}