{"podcast":{"title":"Futurism Tech Brief By HackerNoon","slug":"futurism-tech-brief-by-hackernoon-6365656","podcast_index_feed_id":6365656,"rss_url":"https://feeds.transistor.fm/futurism-tech-brief-by-hackernoon","website_url":"https://hackernoon.com/c/futurism","image_url":"https://img.transistorcdn.com/NZ5jrPP8RDC7MmXKlXnh4i5hkoI9S2pBb_l6YQo4U-k/rs:fill:0:0:1/w:1400/h:1400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS9zaG93/LzQxMjcwLzE2ODM1/ODI1MTQtYXJ0d29y/ay5qcGc.jpg","author":"HackerNoon","episode_count":100,"summary":"Learn the latest futurism updates in the tech world.","last_synced_at":null,"page_url":"https://stenobird.com/podcast/futurism-tech-brief-by-hackernoon-6365656"},"episode":{"title":"From 120 Hours to 2: The Hybrid Validation Shift Behind Faster, Safer Releases","slug":"from-120-hours-to-2-the-hybrid-validation-shift-behind-faster-safer-releases","published_at":"2026-02-07T16:00:35+00:00","page_url":"https://stenobird.com/podcast/futurism-tech-brief-by-hackernoon-6365656/from-120-hours-to-2-the-hybrid-validation-shift-behind-faster-safer-releases","show_page_url":"https://stenobird.com/podcast/futurism-tech-brief-by-hackernoon-6365656","url":"https://share.transistor.fm/s/d49a6544","audio_url":"https://media.transistor.fm/d49a6544/3f68c214.mp3","summary":"This story was originally published on HackerNoon at: https://hackernoon.com/from-120-hours-to-2-the-hybrid-validation-shift-behind-faster-safer-releases . A biographical look at how Kostiantyn Shkliar's career moved from setting up automation processes to building validation systems that stay stable as orgs scale Check more stories related to futurism at: https://hackernoon.com/c/futurism . You can also check exclusive content about #automation , #validation , #financial-services , #kostiantyn-shkliar , #validation-systems , #ai , #qa-automation , #good-company , and more. This story was written by: @nicafurs . Learn more about this writer by checking @nicafurs's about page, and for more stories, please visit hackernoon.com . A biographical look at how Kostiantyn Shkliar's career moved from setting up automation processes in large organizations to building validation systems that stay stable as Salesforce environments scale.","meta_description":"This story was originally published on HackerNoon at: https://hackernoon.com/from-120-hours-to-2-the-hybrid-validation-shift-behind-faster-safer-releases…","key_points":[],"chapters":[],"topics":[],"duration_seconds":474,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/futurism-tech-brief-by-hackernoon-6365656/episodes/from-120-hours-to-2-the-hybrid-validation-shift-behind-faster-safer-releases/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/futurism-tech-brief-by-hackernoon-6365656/from-120-hours-to-2-the-hybrid-validation-shift-behind-faster-safer-releases.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}