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⌬ Episode II: Architecting Memory — The Hidden Cost of Comfort

⌬ Episode II: Architecting Memory — The Hidden Cost of Comfort

Architect Like a System: Memory-Centric ML in Rust

Mohammad Abir Abbas's avatar
Mohammad Abir Abbas
Jun 23, 2025
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AI AlChemist
AI AlChemist
⌬ Episode II: Architecting Memory — The Hidden Cost of Comfort
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🧠 The Setup: Memory is Not an Afterthought

You wrote a fast pipeline. You used threads. It scaled. But now…
your memory spikes.
Your cache misses.
Your performance plateaus.

Turns out, speed isn’t just CPU. It’s cache alignment, memory layout, prefetching, and avoiding Arc<Mutex<T>> like it’s your ex.

We don’t just need threads.
We need deterministic memory b…

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