HeyJaredProsper
Every week, practical AI workflows, prompts, and guides you can put to use the same day - no matter your technical background.
- Indexed issues, last 90 days
- 12
- Latest publication
- Sep 27, 2026
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- Earliest in this view
- Jul 12, 2026
Latest issues
How To Set Up Jev Alternative Locally For $0 (opens the original)
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Hi ,So you might probably know...Jev released.<img alt="SCREENSHOT of X post from Diogo Almeida" class="sizing-normal" height="557.744966442953" src="https://substackcdn.com/image/fetch/$s_!NMvK!,w_1456,c_limit,f_auto,q_auto:good,fl_progressi
Major AI Labs Just Agreed to Slow Down (opens the original)
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Dario’s essay gives us a glimpse of what might happen with the frontier AI that millions of people are using across the world.And he’s not alone in this.Elon agrees with him:<img alt="Elon Musk’s X
Loop Engineering vs. Graph Engineering (opens the original)
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<img alt="" class="sizing-normal" height="765" src="https://substackcdn.com/image/fetch/$s_!0rOs!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faf5d0c1d-1b09-4765-9d8e-13c63712c70e_1730x909.png"
Breakdown Of Stealing Reasoning Traces from Proprietary LLM APIs Paper (opens the original)
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Well, you don’t see this everyday...By now, hopefully you understand that AI models are incredibly complex and that there’s so much happening under the hood before you see ChatGPT or any other model respond to you.Tokenization, context building, embedding, prediction, de-tokenization, and much more that happens in the background before you get a response back.But there’s one very important process that happens in the background that has been a major topic of discussion lately - it’s reasoning an
How Claude Code Caching Actually Works (opens the original)
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<img alt="" class="sizing-normal" height="766" src="https://substackcdn.com/image/fetch/$s_!padq!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4fdd38a3-b5af-4e6c-8dc7-25c037faee42_1729x910.png"
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