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Kingsley OnohAug 29, 2026 • 7 min read
Why I Put Swarm Memory in PostgreSQL Instead of Zep
A completed simulation left me with a report and an ownership problem. MiroFish had built the graph,...
#postgres#pgvector#agentmemory#vectorsearch
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Anaz S. AjiSep 2, 2026 • 5 min read
A Small Transformer Trained in 1.5 Hours Beat Many LLMs on ARC
A from-scratch model scored 44% on ARC-AGI-1 in 67 cents of compute. The lesson for small models: th...
#machinelearning#vectorsearch#quantization#benchmark
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Jon HandlerSep 1, 2026 • 5 min read
Build a Search App in 200 Lines. Let OpenSearch Serverless Handle the Other 10,000.
I spent three weeks helping a customer tune their cluster settings. Memory allocation, shard...
#opensearch#serverless#vectorsearch#airetrieval
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Jon HandlerSep 3, 2026 • 4 min read
OpenSearch Service GPU Acceleration and Auto-Optimization: vector search with ease
Without GPU acceleration, a billion-vector reindex on general-purpose CPUs takes more than 24 hours....
#opensearch#vectorsearch#airetrieval#gpu
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PANTHM AI LABSAug 30, 2026 • 1 min read
Enterprise RAG Architecture: Dense Vector Retrieval & Hybrid Semantic Search
Deploying Retrieval-Augmented Generation (RAG) with Pinecone, pgvector, and hybrid semantic search p...
#rag#vectorsearch#llm#enterpriseai
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