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#1000 #100daysofsolana #100daysofsolona #2026 #a11y #accountability #achievement #activator #actors #adaptive #adopting

#vectorsearch#cpp

DEVMay 3, 2026 · 22h ago

How I Made My Vector Search Engine 16x Faster Without Changing the Algorithm

I built a Vamana-based vector search engine in C++ called sembed-engine. Recently I made a pull request that sped up queries by 16x and builds by 9x. The algorithm stayed exactly the same. The recall stayed at 1.0. The number of visited nodes did not change. The speedup came from data layout. The original code stored vectors as separate objects pointed to by shared_ptr: struct Record { int64_t

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#googlecloud#ai

DEVMay 2, 2026 · 1d ago

Beyond the Agent: The Google Ecosystem as a Unified Computational Intelligence Paradigm

From Data Cleaning to Ambient Human-AI Co-Creation — A Research, Development, and MVP Architecture Study Author: PeacebinfLow | Organization: SAGEWORKS AI (SageX AI) | Location: Maun, Botswana | Version: 1.0, 2026 | Repository: github.com/PeacebinfLow/ecosynapse The dominant paradigm in applied artificial intelligence frames the agent as the fundamental unit of intelligent computation: a bounded s

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