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r/hardware · u/narwi · May 4, 2026

AMD Ryzen AI Max+ PRO 495 APU could arrive with 192GB of unified memory — leaked PassMark benchmarks suggest modest update over Strix Halo

AMD Ryzen AI Max+ PRO 495 APU could arrive with 192GB of unified memory — leaked PassMark benchmarks suggest modest update over Strix Halo

Hacker News · u/pauliusztin · 1w ago

I spent a year building agent memory on knowledge graphs. Here are my 5 mistakes

I spent the past year building a unified memory layer for my AI agents using knowledge graphs and ontologies on top of MongoDB. I followed every trend first. I reached for the shiny frameworks and tried to design the per…

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Hacker News · u/grouchy · 2h ago

Show HN: Deploy personal apps with your agent via Buildy

Hi HN, I'm one of the creators of Buildy.More and more people seem to be building personal software, including myself. But I keep re-implementing the same things: authentication, database setup, creating an API/MCP serve…

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r/LocalLLaMA · u/TumbleweedNew6515 · 2w ago

Update on 12x32gb sxm v100 cluster / local AI for legal drafting

Update from the lawyer with the V100 server. A few of you asked what I actually ended up running once the dust settled, so here it is. Still just a lawyer, still driving the whole thing through Claude Code, still not ful…

Hacker News · u/rishipankhaniya · 1w ago

Launch HN: Rudus (YC P26) – AI for concrete contractors

Hi HN, we’re Rishi and Sahil. We’ve developed Rudus (https://www.rudus.ai/), an AI-powered takeoff and estimation platform built for concrete subcontractors.Takeoff is the process of measuring and quantifying materials f…

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