OSSSirchmunk: Embedding-Free RAG by Alibaba/ModelScopeGitHub·high signalXBlueskyLinkedInCopy linkOperates on raw data without vector databases. Self-evolving knowledge clusters. FAST mode 2-5 seconds. Challenges vector-DB orthodoxy.SourceSource pageGitHub↳ Follow the threadStack layer / ContrastSemIf reads option logits from a frozen open model in one forward pass, hitting 5.2x the speed of JSON generation on a single RTX 3090TheoLeeCJ/SemIf (GitHub)Shared entity / Stack layerAlibaba Open-Sources DAMO RADAR, a Generalist CT Model That Beat 23 of 26 RadiologistsSouth China Morning Post (corroborated by Yicai Global and Sarawak Tribune) / Hacker News (128pts)Policy dependency / Stack layerkev trains a typed-decision model on a MacBook in 1h45m and lands within 6-7 accuracy points of the commercial referencejaredpalmer/kev (GitHub)Stack layer / Threat patternKilocode 7.7.5 adds @model, @past-chats and @worktrees mentions and fixes a session-switching memory leakGitHubStack layerTip: jev-ultrafast-mcp sends the whole browser task to the server instead of looping the agent through the pageGitHubStack layer / ContrastMiniMax open-sources its terminal coding agent under MIT with bring-your-own-model supportGitHub / MiniMax-AI (via r/LocalLLaMA, 125 upvotes)Policy dependency / Stack layergraphify carries 1,410 open issues at 119,507 stars, the heaviest real backlog in the top tierGitHubStack layer / ContrastRefusal-direction ablation applied entirely at inference strips safety from a ternary-quantized 27B without touching a single weightGitHub (Continuum-AI-Corp)