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OSS2026-09-14 · source-backed
RyanCodrai/turbovec is an MIT Rust vector index on TurboQuant with Python bindings, created March 26, pushed yesterday. The releases API returns nothing at all, so every user is installing from source or from a crate published outside GitHub releases. Seventeen thousand stars with no tagged version is a maturity signal to weigh before it goes near a retrieval path you depend on.
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Headroom compresses tool outputs, logs, RAG chunks, and files before they ever reach the model. It deploys as a library, a proxy server, or an MCP server, and the benchmarks are blunt: 92% token reduction on code search (17,765 down to 1,408) and SRE debugging (65,694 down to...
A spec is a press release until someone who didn't write it implements it. GitHub made Agent Plugins 1.0 generally available on August 12 across VS Code, Copilot CLI, the Copilot SDK, and the Copilot app on all plans. The spec, published August 6, was co-authored by AWS, Anysp...
One file handles tokenizer, transformer, KV cache, sampling and CPU kernels with no external library doing the interesting parts, producing about a 5.0 GB model file (GitHub). Weights are int8 with FP16 scales, linear-layer inputs dynamically quantized to int8, other activatio...
Three things happened this month that only make sense together. Agent Plugins 1.0 shipped co-signed by six competitors: AWS, Anysphere, Microsoft, OpenAI, Vercel and Google (GitHub Changelog). It makes skills-plus-MCP bundles portable across clients. OpenAI's August 11 Codex c...
Language packs like samber/cc-skills-golang, 1,600-plus cross-tool libraries, harnesses like DeerFlow with built-in skills, even Google's Workspace CLI bundling agent skills. The unit of reuse shifted from prompts and MCP tools to portable markdown skills that travel across Cl...
chrome-devtools-mcp isn't another community MCP server with 200 stars and a README that doesn't match the code. It's Google's Chrome DevTools team shipping an official MCP server that gives any coding agent (Claude Code, Gemini CLI, Codex, Cursor) full access to Chrome DevTool...
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