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Public story · 2026-02-17 · source-backed
Built by Tobias Lutke (Shopify co-founder). Combines BM25 full-text search, vector semantic search, and LLM re-ranking — all running locally via GGUF models. Includes a built-in MCP server for direct integration with AI agents. No cloud dependency. Install with npm install -g qmd and your Claude Code or any MCP client can query your docs natively. GitHub
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1. Use claude agents --json to build session dashboards. Claude Code v2.1.145 outputs all live agent sessions as structured JSON with status, model, elapsed time, and parent relationships. Pipe it into a tmux status bar widget or session picker script for switching between bac...
Triple-stream retrieval (BM25 keyword, vector embeddings, knowledge-graph traversal) fused via Reciprocal Rank Fusion on the iii engine, with SQLite for state and an in-memory vector index, no external database. The economic claim: ~170K tokens/year (~$10) versus ~650K tokens...
A multi-stage npm supply chain worm dubbed SANDWORM_MODE deploys rogue MCP servers into configurations of Claude Code, Claude Desktop, Cursor, VS Code Continue, and Windsurf. At least 19 typosquatted packages harvest npm/GitHub tokens, SSH keys, and cloud credentials, then pro...
iOfficeAI/OfficeCLI is Apache-2.0 C#/.NET giving agents read/write control over .docx, .xlsx, and .pptx with no Microsoft Office install, no external dependencies, and no .NET runtime at execution time (GitHub). Its differentiator over python-docx-style libraries is a native f...
Three separate Anthropic changes over about two weeks point the same direction, and none of them announced themselves as a strategy. Claude Code 2.1.238 added claude self-hosted-runner --defer-shutdown-max-min, which keeps serving attached sessions on SIGTERM, parks whatever's...
Static binary, no runtime dependencies, cost-aware routing across many LLM providers with automatic failover, MCP client support, BYOK and self-updating, installed via curl pipe. (GitHub) Flagging the license because it's easy to miss: despite the open repo and GitHub-hosted R...
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