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← Prometheans 100+ Dave Plummer

Retired Microsoft engineer, Dave's Garage YouTube creator

Dave Plummer

YouTube creator and podcaster (Dave's Garage) — Self-employed Operating Systems Engineer (1993–2003) — Microsoft
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Profile

Dave Plummer is the retired Microsoft engineer who wrote the original Windows Task Manager at his kitchen table in the mid-90s, walked the demo into Dave Cutler’s office, and had it shipped in Windows NT. He’s also the guy who ported Space Cadet Pinball to Windows NT, built the Zip/Unzip support in Windows Explorer, and did time on MS-DOS 6.2. He left Microsoft in 2003, ran a software company of his own, and these days is most visible as the host of Dave’s Garage — a YouTube channel north of a million subscribers that blends tech history, operating-system internals, benchmarking wars, and a rapidly growing slice of AI content.

What makes him worth paying attention to right now isn’t nostalgia. It’s the angle. Plummer is a systems guy — he thinks in threads, schedulers, memory layouts, paper tapes — and he’s been bringing that lens to modern AI in a way almost no one else on YouTube does. His most talked-about recent project trained a single-layer transformer on a 1979 PDP-11/44 with 64KB of RAM, using the ATTN-11 assembly code. The model hits 100% accuracy on a sequence-reversal task after ~350 training steps in about three and a half minutes. The point isn’t the stunt — it’s his argument that transformers aren’t mystical, just mechanical arithmetic scaled up absurdly.

He also does a steady stream of practical AI videos: side-by-side tests of ChatGPT, Claude, Gemini and Grok; explorations of AI-generated code; commentary on where LLMs shine and where they fall over. He’s open about being autistic (he’s written two books about it) and credits that wiring for the obsessive pattern-matching that makes both low-level systems work and reverse-engineering LLM behavior come naturally.

For a father who grew up on assembly and a son studying AI theory at university, Plummer sits at exactly the right intersection: a veteran who built the software you’ve been running for thirty years, now explaining modern AI without the hype, from the bottom up.

Books

📖
Secrets of the Autistic Millionaire
2021 ●
Plummer's memoir and field guide on building a career and a life on the autism spectrum, drawing on his Microsoft years and what came after.
📖

Secrets of the Autistic Millionaire

David William Plummer — 2021

Publisher
Independent/Self-Published
ISBN
9798498617725
Published
2021
More → Amazon

Key Articles & Papers

Dave Plummer: Programming, Autism, and Old-School Microsoft Stories (Lex Fridman Podcast #479) 2025 — Two-hour conversation with [Lex Fridman](/people/lex-fridman/) covering Task Manager, the Blue Screen of Death, old-school Microsoft culture, autism, and the future of programming. Microsoft's Task Manager turns 30: Original coder celebrates 2025 — The Register's 30-year retrospective, with Plummer recounting how Task Manager started as a side project at home and became standard Windows plumbing. Veteran Windows dev shows off AI running on 47-year-old PDP-11 2026 — Tom's Hardware on Plummer's demonstration of a working transformer model in PDP-11 assembly — his case that modern AI is mechanical, not mystical. davepl on GitHub 2026 — Plummer's GitHub: the LED-matrix project Mesmerizer, his PrimeCPP benchmarking work, and code companions to many Dave's Garage episodes.

YouTube

YouTube video
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2024
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2023
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2022
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2021
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2021

Spotify Podcasts

#479 – Dave Plummer: Programming, Autism, and Old-School Microsoft Stories
#479 – Dave Plummer: Programming, Autism, and Old-School Microsoft Stories
Lex Fridman Podcast
2025
Programming Windows: Dave Plummer - Episode 318
Programming Windows: Dave Plummer - Episode 318
AI DevOps Podcast
2024
373: Microsoft Memories with Dave Plummer - The Retro Hour EP373
373: Microsoft Memories with Dave Plummer - The Retro Hour EP373
The Retro Hour (Retro Gaming Podcast)
2023
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