Open systems / 03
Open-source releases worth evaluating.
Find new AI tools and meaningful releases with source links, adoption context, and practical tradeoffs.
walkinglabs/learn-harness-engineering
Harness engineering beginner tutorial, from 0 to 1
github.com5 months ago42 ptsView details
Run-aware token governance for multi-agent systems.
github.com3 months ago19 ptsView details
CONSTELLATION-ENGINE/constellation-engine
Most AI agents forget you the moment the tab closes. Constellation Engine gives them a hippocampus — a living star map with spreading activation, Hebbian writeback, episodic recall, and post-turn consolidation. Local-first, model-agnostic, AGPL.
github.com4 months ago19 ptsView details
open-multi-agent/open-multi-agent
Self-hosted TypeScript agent runtime with durable approvals and verifiable run records. Own it, approve it, audit it.
github.com5 months ago38 ptsView details
半人马环 Centaur Loop：AI 员工的最小工作单元框架。把复杂岗位拆解为可由 AI 接管、由人类治理、由反馈和记忆持续进化的循环工作流 / The smallest work unit for building AI employees.
github.com4 months ago20 ptsView details
Thiago-code-lab/aws-certified-ai-practitioner-brasil
Conteúdo em PT-BR para a AWS AI Practitioner (AIF-C01), com foco em fundamentos de IA/ML na AWS, serviços gerenciados (Bedrock, Sagemaker, etc.), boas práticas de governança e aplicações de negócio.
github.com4 months ago26 ptsView details
FlowElement-xinliuyuansu/m_flow
A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.
github.com5 months ago37 ptsView details
<details open> vendor : update subprocess.h (#27409) </details> **Website:** - <https://llama.app> **Attestations:** - <https://github.com/ggml-org/llama.cpp/attestations/42402532> **macOS/iOS:** - [macOS Apple Silicon (arm64)](https://github.com/ggml-org/llama.cpp/releases/down…
github.com26 days agoView details
<details open> cuda : add POOL_1D support (#27573) * cuda : add POOL_1D support * fix: add missing trailing newline for editorconfig compliance </details> **Website:** - <https://llama.app> **Attestations:** - <https://github.com/ggml-org/llama.cpp/attestations/42401257> **macOS…
github.com26 days agoView details
Agent-driven research knowledge base. Agents collect, search, and synthesize web research into a persistent, searchable wiki.
github.com5 months ago35 ptsView details
Zero-cloud AI memory that works everywhere. SQLite-backed. One pure-Python dependency.
github.com5 months ago35 ptsView details
Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, security risks, prompt injection, data exfiltration, and supply-chain risks in Claude Code, Codex, and MCP skills before you install them.
github.com6 months ago42 ptsView details
More is Different. A multi-agent world engine where AI agents live, talk, compete, ally.
github.com5 months ago29 ptsView details
<details open> common: json.h: fix clang lto (#27575) </details> **Website:** - <https://llama.app> **Attestations:** - <https://github.com/ggml-org/llama.cpp/attestations/42368523> **macOS/iOS:** - [macOS Apple Silicon (arm64)](https://github.com/ggml-org/llama.cpp/releases/dow…
github.com26 days agoView details
A unified storage SDK for object and blob backends. One small, honest API. Web-standards I/O.
github.com4 months ago32 ptsView details
Write HTML. Render video. Built for agents.
github.com6 months ago46 ptsView details
Genblaze is an open source Python SDK for orchestrating generative AI media pipelines across video, audio, and image providers with built in provenance for every output.
github.com5 months ago27 ptsView details
<details open> common : fix draft-mtp with embeddings (#26352, #27299) (#27400) * common: fix draft-mtp with embeddings (#26352) * --whitespace --------- Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@huggingface.co> </details> **Website:** - <https://llama.app> **Attestati…
github.com27 days agoView details
<details open> sycl : add Q2_K reordered MMVQ and ESIMD kernels (again) (#27490) * Revert "Revert "sycl : add Q2_K reordered MMVQ and ESIMD kernels (#26336)" (#…" This reverts commit 7a0e42fd01fb0acda644e4f04b1f1acbbb9e23ba. * add gate params </details> **Website:** - <https://l…
github.com27 days agoView details
wiltodelta/remove-ai-watermarks
Remove visible and invisible AI watermarks and provenance metadata from images and video. Python library and CLI for SynthID, C2PA, EXIF, IPTC, XMP, and common generative-AI marks.
github.com5 months ago37 ptsView details
Open Source Implementation of Karpathy's LLM Wiki. Upload documents, connect your Claude account via MCP, and have it write your wiki !
github.com5 months ago32 ptsView details
A general-purpose AIGC video engine: script to finished film in one pipeline — dramas, ads, product videos, otome games, and more. | 通用 AIGC 视频引擎 —— 从剧本到成片一条流水线，漫剧、广告、电商、乙游皆可
github.com5 months ago38 ptsView details
alvinreal/awesome-opensource-ai
Curated list of the best truly open-source AI projects, models, tools, and infrastructure. Daily updated.
github.com5 months ago37 ptsView details
Observal is self-hosted registry for your coding agent extensions with a built in insight engine. Setup Observal, define the scope and share your Skills, MCPs and Agents with your peers.
github.com5 months ago34 ptsView details
Open-source agentic workspace enterprises can make their own. Connect the systems you already run — 100+ integrations, MCP, chat tools, apps, browser, local files — with shared memory. Any agent (Claude Code, Codex), any model, or BYOK. Set up in clicks, not months. Local-first:…
github.com6 months ago41 ptsView details
Hivemind turns your traces into reusable skills across agents
github.com5 months ago32 ptsView details
🦸 AI 编程超能力 · 中文增强版 — superpowers（250k+ ⭐）完整汉化 + 4 个中国原创 skills，让 Claude Code / Copilot CLI / Hermes Agent / Cursor / Windsurf / Kiro / Gemini CLI / Qoder 等 26 款 AI 编程工具真正会干活
github.com6 months ago39 ptsView details
Shared memory + orchestration for your coding agents — one MCP server, persistent vector memory, agent registry
github.com4 months ago20 ptsView details
## Overview This version marks the beginning of consistent semantic versioning for `llama.cpp`. The main goal is to make the job of downstream projects and users simpler when deciding which version of `llama.cpp`/`ggml` to distribute and use. The new version tags of the format `…
github.com27 days agoView details
Open-source GEO content engineering and multi-site distribution platform with AI quality inspection, illustrated admin help, hosted sites, browser-assisted publishing, and signed updates.
github.com5 months ago36 ptsView details
Open-source SEO, GEO, and marketing skills for AI agents.
github.com5 months ago36 ptsView details
Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.
github.com5 months ago38 ptsView details
langchain-ai/langchain langchain-perplexity==1.4.1
Changes since langchain-perplexity==1.4.0 release(perplexity): 1.4.1 (#39826) fix(perplexity): include type="message" on Responses input items (#39774) fix(perplexity): preserve caller `extra_body` (#39203) chore: bump pillow from 12.2.0 to 12.3.0 in /libs/partners/perplexity (#…
github.com28 days agoView details
Kyros — The Memory OS for AI Agents Give your AI agents secure, self-correcting, persistent memory in 3 lines of code. Three memory types (episodic, semantic, procedural) with built-in forgetting curves, cryptographic integrity, and automatic contradiction resolution. Model-agno…
github.com4 months ago20 ptsView details
Independent directory of useful skills, plugins, memory providers, tools, surfaces, and guides for Nous Research's open-source Hermes Agent.
github.com5 months ago38 ptsView details
Review-first terminal diff viewer for agentic coders
github.com6 months ago40 ptsView details
AI가 쓴 한글을 사람 글처럼 윤문하는 Claude 스킬 — Korean AI-text humanizer: detects and rewrites translationese, mechanical parallelism, and 71 other AI tells
github.com4 months ago38 ptsView details
List of Permanent Free LLM API (API Keys)
github.com6 months ago39 ptsView details
wanshuiyin/Auto-claude-code-research-in-sleep
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.
github.com6 months ago42 ptsView details
<details open> metal : clamp K extent in tensor API mat-mat kernel for K not a multiple of 32 (#27450) The Tensor API mat-mat path of kernel_mul_mm (GGML_METAL_HAS_TENSOR) fed a static K=32 tile to the matmul2d op on every iteration. On the last, partial K tile (ne00 % 32 != 0)…
github.com28 days agoView details
Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
github.com6 months ago49 ptsView details
<details open> mtmd: add --mmproj-device argument (#23255) * feat: add --mmproj-device arg & backwards compatible MTMD_BACKEND_DEVICE env var * feat: load mmproj device backend immediately, add -mmdev shortflag * fix: its a pointer now get the name * clean up * gen docs * nits -…
github.com28 days agoView details
<details open> vulkan: FA MMQ should use fp32 for Q quantization calculations (#27413) Codex found that qd could be a denorm and 1/qd would overflow. </details> **Website:** - <https://llama.app> **Attestations:** - <https://github.com/ggml-org/llama.cpp/attestations/42034841> *…
github.com28 days agoView details
📊 电商数仓智能问数 AI Agent，最适合用于系统学习 LangGraph 的实战项目：基于 LangGraph、FastAPI、Qdrant、Elasticsearch、MySQL 与 React，完整实现元数据知识库、混合检索、自然语言生成 NL2SQL 生成校验、SQL 执行与流式查询展示。前后端完整代码全栈可跑，Docker 环境一键部署，配套 ai-agents-from-zero 免费教程与章节代码分支。适合系统学习大模型应用、数据分析 Agent 和企业级 AI 工程落地。
github.com5 months ago26 ptsView details
A HTTP credential proxy and vault for AI agents like Claude Code, OpenClaw, Hermes, custom agents + harnesses, and more.
github.com5 months ago33 ptsView details
🎭 267 个即插即用的 AI 专家角色 — 支持 Hermes Agent/Claude Code/Cursor/Copilot 等 18 种工具，覆盖工程/设计/营销/金融等 20 个部门。含 52 个中国市场原创智能体（小红书/抖音/微信/飞书/钉钉等）。搭配编排器 agency-orchestrator，一句话即可让多位专家按 DAG 自动协作。
github.com6 months ago43 ptsView details
Story Creation AI Agent for novel, scripts, translation, interactive games, and IP content
github.com6 months ago40 ptsView details
anthropics/anthropic-sdk-python v1.0.0
## 1.0.0 (2026-08-20) Full Changelog: [v0.125.0...v1.0.0](https://github.com/anthropics/anthropic-sdk-python/compare/v0.125.0...v1.0.0) ### ⚠ BREAKING CHANGES * **client:** upgrade to httpx2 and some minor breaking changes. See MIGRATION.md for details ### Features * **client:**…
github.com28 days agoView details
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