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OSS2026-07-25 · source-backed
alibaba/zvec released v0.6.0 on July 20 at 15,265 stars: Apache-2.0, C++ in-process vector database designed to embed into applications rather than run as a service, with official bindings for Python, Node.js, Go, Rust and Dart/Flutter, plus a Zvec Studio visual tool, on Linux x86_64/ARM64, macOS ARM64 and Windows x86_64. The README shows a QPS chart at 10M scale without publishing the numeric comparisons, which is a tell. The Dart/Flutter binding is the other tell: on-device mobile retrieval is the target.
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github.com/perplexityai/numbat shipped v0.1.1 on July 29 at 239 stars, Apache 2.0, a single cgo-free Go binary for macOS/Linux/Windows. It observes Claude Code, Codex, OpenCode, and Pi through local hooks, OTLP/HTTP log exporters, and on-disk session artifacts, normalizes into...
Three moves, two days, no coordination between them. August 10–11: GitHub shipped Ollama as a BYOK provider inside Copilot for JetBrains (GitHub Changelog). Unsloth released Unsloth Desktop with a command literally named unsloth start claude, which points Claude Code and Codex...
The agent-security topic holds 42 repos above 100 stars, four from large companies rather than startups: NVIDIA/SkillSpector (14,498 stars, scanning Claude Code/Codex/MCP skills for prompt injection), Tencent/AI-Infra-Guard (4,467, red-teaming with Many-Shot/PAIR/GOAT/ActorAtt...
open-design is a local-first macOS/Windows/Linux desktop app that turns your existing coding agent into a design engine, producing prototypes, landing pages, dashboards, slides, images, and video with real HTML/PDF/PPTX/MP4 export. It runs on 25 distinct local CLI executables...
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...
elie222/rakazo appeared Aug 13, Apache-2.0, TypeScript, explicitly bring-your-own model and sandbox (tested against Docker, E2B, Daytona) with the Pi runtime underneath and OpenRouter, Codex, Copilot, or SuperGrok device-code sign-in instead of a mandatory API key. Each bot ge...
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