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Java Map internals: a complete guide for juniors

Table of contents Why does Map exist? What would life be without it? HashMap: the street analogy hashCode() and equals() explained Collisions: when tw…

javabeginnersdatastructurescomputerscience
Dev.to Apr 27, 2026, 02:13 UTC
EN

#1 DevLog Meta-research: I Got Tired of Tab Chaos While Reading Research Papers.

Every time I sit down to explore a research topic, the same thing happens. I open arXiv for preprints. Then Semantic Scholar for citations. Then Cross…

pythonaicomputersciencewebdev
Dev.to Apr 25, 2026, 16:03 UTC
EN

Programming Hopper GPUs: The Memory Consistency Model

You've decided to write fast code for an NVIDIA Hopper GPU. Maybe you want to build a custom attention kernel. Maybe you're trying to understand how C…

architecturecomputerscienceperformanceprogramming
Dev.to Apr 25, 2026, 14:05 UTC
EN

Software Architecture as Educated Coarse-Graining

Every serious practitioner agrees that software architecture matters. Almost nobody agrees on what the word means. That's an operational problem disgu…

architecturecomputersciencediscusssoftware
Dev.to Apr 22, 2026, 10:26 UTC
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Microcontroller vs Microprocessor Explained: Differences, Uses & Practical Examples

If you've ever Googled "microcontroller vs microprocessor" and walked away more confused than when you started, you're not alone. These two terms get …

architecturebeginnerscomputerscienceiot
Dev.to Apr 20, 2026, 11:30 UTC
EN

CAP Theorem Revisited: PACELC

The CAP Theorem Got a Makeover: Meet PACELC, Your New Distributed Systems Buddy Remember when you first learned about the CAP Theorem? It was like a e…

computersciencedatabasedistributedsystemssystemdesign
Dev.to Apr 14, 2026, 08:19 UTC
EN

No wall clock required: a 64-bit ID generator from a counter + reversible permutation

No wall clock required: a 64-bit ID generator from a counter + reversible permutation permid64 — Clock-free, persistent, reversible-permutation 64-bit…

algorithmscomputersciencepythonsystemdesign
Dev.to Apr 13, 2026, 03:24 UTC
EN

Can AI Review Physics? Yes — That Is Why We Built SPAR

A standalone review framework for checking whether outputs deserve the claims attached to them. Most review systems answer a familiar question: Did th…

governanceaiverificationcomputerscience
Dev.to Apr 12, 2026, 09:34 UTC

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