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logo](honey_logo_single.png)\n\n# honey\n\n\u003e **Alpha software** — APIs, config schema, and CLI flags may change between releases without notice.\n\nCLI to search **GCP**, **AWS**, **Kubernetes**, **Docker**, **Consul**, **Proxmox**, and **TrueNAS** instances in parallel, then SSH, `docker exec`, or run recipes against results via a TUI, web UI, or MCP server.\n\n## Prerequisites\n\n- Go 1.26.2+ (for building from source)\n- Credentials for each backend — see [Providers](https://shareed2k.github.io/honey/providers/)\n\n## Install\n\n**Homebrew (macOS):**\n\n```bash\nbrew install --cask shareed2k/tap/honey\n```\n\n**Build from source:**\n\n```bash\ngo build -o honey ./cmd/honey\n```\n\n## Quick start\n\n```bash\n# Interactive TUI — search all configured backends\nhoney search\n\n# Filter by name substring\nhoney search my-host\n\n# JSON output, AWS + Kubernetes only\nhoney search --json --provider aws,k8s web\n```\n\n## Documentation\n\n| Feature | Guide |\n|---------|-------|\n| Providers (GCP, AWS, K8s, Consul, Proxmox, …) | [Providers](https://shareed2k.github.io/honey/providers/) |\n| Docker \u0026 auto-discover on cloud VMs | [Docker auto-discover](https://shareed2k.github.io/honey/docker-auto-discover) |\n| Macros (honeyfile) | [Macros](https://shareed2k.github.io/honey/macros) |\n| MCP server (Cursor, LM Studio, OpenCode) | [MCP Server](https://shareed2k.github.io/honey/mcp-server) |\n| Session recordings | [Recordings](https://shareed2k.github.io/honey/recordings) |\n| Web UI \u0026 AI assist | [Web UI](https://shareed2k.github.io/honey/web-ui) |\n| Run the web UI in Docker (auth token) | [contrib/docker/README.md](contrib/docker/README.md) |\n| CUE recipes | [CUE Recipes](https://shareed2k.github.io/honey/cue-recipes) |\n| Anomaly detection | [Anomaly Detection](https://shareed2k.github.io/honey/anomaly-detection) |\n| Plugin development | [Plugins](https://shareed2k.github.io/honey/plugins-development) |\n| Add a new backend | [Add new backend](https://shareed2k.github.io/honey/add-new-backend) |\n\nFull docs: [shareed2k.github.io/honey](https://shareed2k.github.io/honey/)\n\n## Credits \u0026 Licenses\n\nThis project leverages state-of-the-art research algorithms to deliver real-time, context-aware operational intelligence:\n\n1.  **LogLSHD Algorithm** (Proposed by Shu-Wei Huang et al.):\n    - **Description**: Locality-Sensitive Hashing with Sequence-Alignment Clustering used for real-time log template mining.\n    - **License**: [Creative Commons Attribution 4.0 International (CC BY 4.0)](https://creativecommons.org/licenses/by/4.0/).\n    - **Citations**: *Huang, S.W., et al. \"LogLSHD: Real-Time Log Template Mining via Locality-Sensitive Hashing and Dynamic Time Warping.\"*\n\n2.  **LLMLog Algorithm** (Proposed by Fei Teng, Haoyang Li, and Lei Chen):\n    - **Description**: Greedy set-cover adaptive demonstration selection (Algorithm 3) used for contextual few-shot prompt assembly.\n    - **License**: [Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0)](https://creativecommons.org/licenses/by-nc-nd/4.0/).\n    - **Citations**: *Teng, F., Li, H., \u0026 Chen, L. \"LLMLog: Advanced Log Template Generation via LLM-driven Multi-Round Annotation\" (Proceedings of the VLDB Endowment, VLDB 2025).*\n\n3.  **CoLA Two-Tier Pre-Screening** (Proposed by Tang et al.):\n    - **Description**: Model collaboration pipeline filtering obvious logs via fast prescreeners to optimize LLM performance and reduce costs.\n    - **License**: [Creative Commons Attribution 4.0 International (CC BY 4.0)](https://creativecommons.org/licenses/by/4.0/).\n    - **Citations**: *Tang, et al. \"CoLA: Model Collaboration for Log-based Anomaly Detection\" (Proceedings of the VLDB Endowment, VLDB 2025).*\n\n## License\n\n[MIT](LICENSE)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshareed2k%2Fhoney","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fshareed2k%2Fhoney","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshareed2k%2Fhoney/lists"}