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Fuck RAM Limits 50M Persistent Nodes on a $199 Jetson (186 ns, CPU-only)

https://ryjoxdemo.com/demo
2•JosephjackJR•58m ago

Comments

JosephjackJR•58m ago
Two-person team, eighteen months bootstrapped. We just shipped Synrix, a flat fixed-width memory-mapped lattice that runs fifty million persistent nodes on an eight gigabyte Jetson Orin Nano with 186 ns hot-path latency (under 3.2 cycles steady-state), 33× larger than RAM via kernel-managed streaming, and full ACID persistence that survives kill -9 and power yanks with zero corruption. CPU-only, no GPU, no cloud, no telemetry. Redis RESP compatible drop-in.

Demo on the page: raw tegrastats, no cuts, cable pulled mid-run, everything comes back exactly where it left off. We’ve never seen anything hit these numbers on commodity edge hardware before. Curious what people think:

For real-world robotics, drones, or autonomy, is sub-200 ns persistent lookup actually useful or just a benchmark flex? Are there workloads where surviving total power loss with zero data loss would change architecture decisions? Has anyone else ever gotten close to 50 M persistent nodes on a Jetson without a GPU or external storage? What would you try to break first if you had this running on your board tomorrow?

Happy to run it live on anyone’s hardware, share perf and cachegrind traces, or just talk through the weirdest edge cases you’ve seen. Feel free to check out our website for me info!

A Pre-Built A2A Agent Executor for the OpenAI Agents JavaScript SDK

https://github.com/a2anet/a2anet-js
1•benclarkeio•20s ago•0 comments

Show HN: Kill Your Low-ROI Projects

https://www.vector-amp.com
1•xZA•2m ago•0 comments

Show HN: I built an AI copilot for SEO

https://www.seoblab.com
1•adamclarke•2m ago•0 comments

Show HN: PyAtlas - Interactive map of the 10,000 most popular PyPI packages

https://pyatlas.io/
1•flo12392•4m ago•0 comments

Wash Post: "Trump's Attack on DEI May Hurt College Men, Particularly White Men"

https://reason.com/volokh/2025/12/08/washington-post-trumps-attack-on-dei-may-hurt-college-men-pa...
3•crackercrews•5m ago•3 comments

Do These AI-Generated Food Images Look Appetizing to You?

https://sf.eater.com/restaurant-news/210033/forkable-ai-generated-food-photos-catering
1•bobbiechen•5m ago•0 comments

Microsoft has a problem: nobody wants to buy or use its shoddy AI products

https://www.windowscentral.com/artificial-intelligence/microsoft-has-a-problem-nobody-wants-to-bu...
21•mohi-kalantari•12m ago•1 comments

Lyria Camera: Soundtrack your life

https://magenta.withgoogle.com/lyria-camera-announce
1•xnx•12m ago•0 comments

Building Communities of Practice That Amplify Learning Across Organisations

https://emilywebber.co.uk/building-communities-of-practice-that-amplify-the-flow-of-learning-acro...
1•mooreds•13m ago•0 comments

Soaring lettuce costs force restaurant to drop salads

https://www.kcci.com/article/eddyville-restaurant-lettuce-price-increase/69491047
2•mooreds•14m ago•0 comments

I Built a Commodore 64 Laptop That Never Existed – The Portable 64 [video]

https://www.youtube.com/watch?v=H5QQ0ECfwyE
2•amichail•14m ago•0 comments

A roadmap to build the SoTA for RAG

https://lexifina.com/blog/build-the-state-of-the-art-for-domain-specific-rag
1•alansaber•14m ago•0 comments

Show HN: A1 – compiler for AI agents into maximally deterministic code

https://github.com/stanford-mast/a1
1•calebhwin•14m ago•0 comments

Don't know what to wear? Design your outfit with gen AI and then shop it

https://apps.apple.com/us/app/seen-make-shop-share-looks/id6752500965
1•Jonovono•14m ago•1 comments

Solving SQL Bolt

https://www.twitch.tv/implabinash
1•implabinash•15m ago•1 comments

The Rome Statute in the Digital Age

https://www.justsecurity.org/118463/rome-statute-digital-age-cyber/
2•mooreds•15m ago•0 comments

Show HN: Tampermonkey and Stylus but with prompts instead of code (open source)

https://github.com/alentodorov/clickremix-byok
2•alentodorov•16m ago•0 comments

Programming in English – A Cursor command to write personalized tutorials

http://arcturus-labs.com/blog/2025/12/07/programming-in-english/
1•JnBrymn•17m ago•0 comments

Ask HN: Are there any viable Android phones for a power user to buy nowadays?

2•gooob•17m ago•0 comments

Airwallex raises $330M Series G at $8B valuation

https://www.airwallex.com/newsroom/awx-raises-usd330m-series-g-at-usd8b-valuation-establishes-sf-...
1•michaelsbradley•17m ago•0 comments

New GPU Profiler and RHI Submission Pipeline [video]

https://www.youtube.com/watch?v=vnbARZHccpQ
1•ibobev•21m ago•0 comments

OpenAI: The State of Enterprise AI

https://openai.com/index/the-state-of-enterprise-ai-2025-report/
1•nycdatasci•21m ago•0 comments

Words that make language models perceive

https://www.sophielwang.com/sensory
1•tbruckner•21m ago•1 comments

A series of tricks and techniques I learned doing tiny GLSL demos

https://blog.pkh.me/p/48-a-series-of-tricks-and-techniques-i-learned-doing-tiny-glsl-demos.html
2•ibobev•22m ago•0 comments

The State of AI: A vision of the world in 2030

https://www.technologyreview.com/2025/12/08/1128922/the-state-of-ai-a-vision-of-the-world-in-2030/
1•fleahunter•25m ago•0 comments

Sketch 2025.3

https://www.sketch.com/changelog/copenhagen/
1•pentagrama•25m ago•0 comments

ESG Is Restructuring Society

https://substack.com/inbox/post/178888847
3•pjb88•25m ago•0 comments

Show HN: Open-Source AWS Control Tower

https://github.com/telophasehq/telophasecli
2•dschofie•26m ago•0 comments

The MMT Deception

https://rodgercuddington.substack.com/p/the-mmt-deception
1•freespirt•26m ago•1 comments

Lycopene Production: From Natural Sources to Microbial Synthesis

https://www.mdpi.com/1420-3049/30/21/4321
1•PaulHoule•26m ago•0 comments