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Show HN: GPT-5.1 reasoning agents for hypertrophy periodization

https://arvo.guru/
1•danielepelleri•1h ago
I’ve been lifting for years using complex methodologies (Mentzer HIT, Kuba Method, FST-7) and got frustrated that existing trackers are just glorified spreadsheets. They record what you did, but they don't tell you what to do based on your fatigue or biomechanics.

So I built Arvo (https://arvo.guru). It’s a "context-aware" AI coach, not just a logger.

The Problem: Standard apps use static linear progression (add 2.5kg every week). But if you are following a fatigue-based system (like Mike Israetel’s RP or Kuba), you need to autoregulate based on RPE/RIR and soreness. Most users fail to track this accurately in Excel.

The Solution & Tech Stack: Instead of if-then statements, Arvo uses a chain of specialized AI agents (powered by GPT-5 reasoning models) to act as a coach:

NLP Logger: You don't toggle complex UI buttons. You just write a note: "Shoulder hurt on bench press, RPE was 9". The NLP agent parses this, logs the RPE, flags the injury, and automatically swaps the next push exercise to a joint-friendly variation (e.g., Landmine Press) for the next session. Methodology Compliance: The logic engine respects strict rules. If you select "Mentzer HIT", it enforces low volume/absolute failure. If you select "Kuba", it manages volume accumulation. [1] * Contextual Timer: It doesn’t just count down 90s. If the protocol is FST-7, it enforces short rest (30-45s) for fascial stretch. Current Status: We are in Open Beta.[2] The backend is heavily reliant on the new reasoning capabilities of GPT-5 to handle the multi-variable logic of periodization without hallucinating absurd weights.

I’d love you to roast the landing page or try the beta. Specifically interested in feedback on the NLP parsing accuracy from any serious lifters here.

Link: https://arvo.guru

Thanks!

System Security Adversarial Capability Eval of iOS, Android, HarmonyOS (2024)

https://www.darknavy.org/blog/avss_report_kernel/
1•transpute•2m ago•0 comments

Multicloudj – open-source by Salesforce for open cloud development in Java

https://github.com/salesforce/multicloudj
1•palsandeep•5m ago•0 comments

Foundation-SEC-8B Instruct Model (64k context)

https://huggingface.co/fdtn-ai/Foundation-Sec-1.1-8B-Instruct
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https://sashachapin.substack.com/p/paul-graham-isnt-a-simple-writer
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https://www.getkismet.xyz
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Monotype font licencing shake-down

https://www.insanityworks.org/randomtangent/2025/11/14/monotype-font-licencing-shake-down
1•evolve2k•7m ago•0 comments

What happens if AI labs train for pelicans riding bicycles?

https://simonwillison.net/2025/Nov/13/training-for-pelicans-riding-bicycles/
1•Jap2-0•8m ago•0 comments

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https://github.com/Arakiss/bunkit
1•petruarakiss•9m ago•1 comments

How we made AWS Trainium 17x faster (for conv1d)

https://charleshong3.github.io/blog/autocomp_trainium_conv1d.html
1•nathan-barry•10m ago•0 comments

Why kids still need to learn to code in the age of AI [pdf]

https://static.raspberrypi.org/files/about/Why-kids-still-need-to-learn-to-code-in-the-age-of-AI-...
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1•todsacerdoti•14m ago•0 comments

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https://www.theverge.com/news/822028/msnbc-msnow-rebrand-new-website
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Loose Wire on Containership Dali Causes Blackouts, Contact with Baltimore Bridge

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Prefix (Yet Another) Puzzle Game

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Weight-Loss Drug Zepbound Is Being Tested as a Treatment for Long Covid

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1•PaulHoule•27m ago•0 comments

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1•JeanKage•28m ago•0 comments

Escape from Microsoft Word (2014)

https://www.nybooks.com/online/2014/10/21/escape-microsoft-word/
2•TMWNN•30m ago•0 comments

I've built an app to help me study the US citizenship test

https://citizenways.com/
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Bill Gates advisor told Epstein that Middle East is the perfect lab

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Meta-algorithmic judicial reasoning engine

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New Research: Labor Demand in the Age of Generative AI

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https://ruibarros.me/blog/finding-hidden-apis-using-ai
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Dash uses context engineering for smarter AI

https://dropbox.tech/machine-learning/how-dash-uses-context-engineering-for-smarter-ai
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