# The Man Who Got Himself Back

Page: https://stenobird.com/podcast/programming-tech-brief-by-hackernoon-6364125/the-man-who-got-himself-back
Text version: https://stenobird.com/podcast/programming-tech-brief-by-hackernoon-6364125/the-man-who-got-himself-back.md
Podcast: [Programming Tech Brief By HackerNoon](https://stenobird.com/podcast/programming-tech-brief-by-hackernoon-6364125)
Published: 2026-06-25T16:01:16+00:00
Episode link: https://share.transistor.fm/s/faf86a9c
Audio file: https://media.transistor.fm/faf86a9c/7d065310.mp3
Processing state: not_requested
JSON: https://stenobird.com/v1/public/podcasts/programming-tech-brief-by-hackernoon-6364125/episodes/the-man-who-got-himself-back
Duration seconds: 749

## Resource

This story was originally published on HackerNoon at: https://hackernoon.com/the-man-who-got-himself-back . How I built PC Workman 1.8.0 - an offline system monitor that learns your machine - across a twelve-month, build-in-public year. The note and the story. Check more stories related to programming at: https://hackernoon.com/c/programming . You can also check exclusive content about #programming , #software-development , #artificial-intelligence , #technology , #startups , #open-source , #python , #hackernoon-top-story , and more. This story was written by: @huckler . Learn more about this writer by checking @huckler's about page, and for more stories, please visit hackernoon.com . PC Workman 1.8.0 ships a system monitor that learns each machine's own baseline instead of judging it against generic thresholds: workload-aware temperature buckets (a lifetime Welford accumulator), voltage SPC with Nelson rules, and an offline AI assistant. Built solo, in public, over twelve months, engineering and the personal story behind it.

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## Transcript

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