# What 200 SAST Triage Sessions Taught Me About Application Security Page: https://stenobird.com/podcast/tech-stories-tech-brief-by-hackernoon-6365648/what-200-sast-triage-sessions-taught-me-about-application-security Text version: https://stenobird.com/podcast/tech-stories-tech-brief-by-hackernoon-6365648/what-200-sast-triage-sessions-taught-me-about-application-security.md Podcast: [Tech Stories Tech Brief By HackerNoon](https://stenobird.com/podcast/tech-stories-tech-brief-by-hackernoon-6365648) Published: 2026-07-27T16:01:40+00:00 Episode link: https://share.transistor.fm/s/7748e23e Audio file: https://media.transistor.fm/7748e23e/d9b31465.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/tech-stories-tech-brief-by-hackernoon-6365648/episodes/what-200-sast-triage-sessions-taught-me-about-application-security Duration seconds: 963 ## Resource This story was originally published on HackerNoon at: https://hackernoon.com/what-200-sast-triage-sessions-taught-me-about-application-security . Lessons from 200 SAST triages on false positives, operational risk, scan scope, pull-request gating, and what static analysis misses. Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories . You can also check exclusive content about #sast , #application-security , #security-triage , #vulnerability-management , #secure-cicd , #pull-request-scanning , #security-tooling , #threat-modeling , and more. This story was written by: @sgantikota . Learn more about this writer by checking @sgantikota's about page, and for more stories, please visit hackernoon.com . The author argues that roughly 95% of SAST findings encountered across years of production triage were repetitive false positives, low-risk issues, or findings outside the deployed application. The valuable work lived in the smaller set of externally reachable authorization flaws, direct object references, cryptographic mistakes, injection vulnerabilities, and information leaks. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/tech-stories-tech-brief-by-hackernoon-6365648/episodes/what-200-sast-triage-sessions-taught-me-about-application-security/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/tech-stories-tech-brief-by-hackernoon-6365648/what-200-sast-triage-sessions-taught-me-about-application-security.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.