# General-Purpose Visual Programming Language "Pipe" Earns an 86 Proof of Usefulness Score by Building a Structurally Secure, Self-Healing Language Page: https://stenobird.com/podcast/tech-stories-tech-brief-by-hackernoon-6365648/general-purpose-visual-programming-language-pipe-earns-an-86-proof-of-usefulness-score-by-building-a-structurally-secure-self-healing-language Text version: https://stenobird.com/podcast/tech-stories-tech-brief-by-hackernoon-6365648/general-purpose-visual-programming-language-pipe-earns-an-86-proof-of-usefulness-score-by-building-a-structurally-secure-self-healing-language.md Podcast: [Tech Stories Tech Brief By HackerNoon](https://stenobird.com/podcast/tech-stories-tech-brief-by-hackernoon-6365648) Published: 2026-06-27T16:00:53+00:00 Episode link: https://share.transistor.fm/s/39b9ec54 Audio file: https://media.transistor.fm/39b9ec54/294e6892.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/tech-stories-tech-brief-by-hackernoon-6365648/episodes/general-purpose-visual-programming-language-pipe-earns-an-86-proof-of-usefulness-score-by-building-a-structurally-secure-self-healing-language Duration seconds: 819 ## Resource This story was originally published on HackerNoon at: https://hackernoon.com/general-purpose-visual-programming-language-pipe-earns-an-86-proof-of-usefulness-score-by-building-a-structurally-secure-self-healing-language . Pipe scored 86 on HackerNoon's Proof of Usefulness algorithm. Here's an honest look at what that score does and doesn't prove. Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories . You can also check exclusive content about #proof-of-usefulness-hackathon , #hackernoon-hackathon , #cybersecurity , #visual-programming , #programming-languages , #software-architecture , #ai , #startup , and more. This story was written by: @olegkabanov . Learn more about this writer by checking @olegkabanov's about page, and for more stories, please visit hackernoon.com . Pipe, a general-purpose visual programming language addressing AI-driven software risks, scored 86 on HackerNoon's Proof of Usefulness algorithm, landing in the lowest positive tier. The gap is exactly where expected: no live product yet means no traction or adoption evidence. Here's what's actually being built to close it. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/tech-stories-tech-brief-by-hackernoon-6365648/episodes/general-purpose-visual-programming-language-pipe-earns-an-86-proof-of-usefulness-score-by-building-a-structurally-secure-self-healing-language/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/general-purpose-visual-programming-language-pipe-earns-an-86-proof-of-usefulness-score-by-building-a-structurally-secure-self-healing-language.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.