{"adoption": {"forks": 3, "observed_at": "2026-08-28T04:03:36.209012+00:00", "stars": 1104}, "canonical_url": "https://ross.abutalabs.com/products/krebs", "card": {"archived": false, "artifact_type": "service", "description": "An agent focused on attention management", "domain": ["artificial-intelligence", "large-language-models", "self-hosted", "developer-tools"], "enriched": true, "function": ["agent-framework", "rag", "llm-inference", "chatbot", "http-server", "websocket"], "health_score": 80, "homepage": null, "language": "JavaScript", "license": null, "license_family": "other", "maturity": "active", "member_repos": ["canwhite/Krebs"], "name": "canwhite/Krebs", "platform": ["self-hosted"], "pushed_at": "2026-08-25T12:41:01+00:00", "repo": "canwhite/Krebs", "stars": 1104, "tags": ["attention-management", "context-compression", "ai-gateway", "lua-tools", "wasm-sandbox", "session-persistence", "multi-model", "subagents", "sandbox", "memory", "ai-agents", "nodejs", "web-server", "docker"], "topics": [], "urls": [], "use_cases": ["self-host an AI agent gateway with a chat UI", "compress long conversations to stay within token limits", "give an LLM agent tools via Lua scripts", "retrieve relevant past sessions with BM25 RAG", "run agent write commands in a WASM sandbox", "switch between DeepSeek and Claude via env var", "schedule recurring autonomous sub-agent tasks", "integrate an AI agent into CI/CD via a single HTTP endpoint"], "what_it_is": "Krebs is a self-hosted AI gateway with a general-purpose agent focused on attention management. It provides multi-turn dialogue with tool execution, layered context compression, memory consolidation, session history RAG, and a browser chat UI with HTTP/WebSocket APIs.", "when_to_avoid": ["you need a managed cloud agent service", "you require a permissively licensed dependency (no license file is present)", "you only need a simple chatbot without memory, RAG, or tooling"], "when_to_choose": ["you want a self-hosted agent with built-in context compression and memory", "you need persistent, resumable AI sessions with an HTTP/WebSocket API", "you want extensible agent tooling via Lua files and a WASM write sandbox"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/krebs", "repo": "canwhite/Krebs", "role": "main", "score": 60}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:03:36.209012+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T06:45:27.589560+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1fda8ed70acfb8ad8866203ffc847fbd2c6ada6c00bb34682a09af10f38d03e8", "fetched_at": "2026-08-28T04:03:36.209012+00:00", "kind": "readme", "missing": false, "url": "https://github.com/canwhite/Krebs"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:03:36.209012+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T06:45:27.589560+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1fda8ed70acfb8ad8866203ffc847fbd2c6ada6c00bb34682a09af10f38d03e8", "fetched_at": "2026-08-28T04:03:36.209012+00:00", "kind": "readme", "missing": false, "url": "https://github.com/canwhite/Krebs"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T06:45:27.589560+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1fda8ed70acfb8ad8866203ffc847fbd2c6ada6c00bb34682a09af10f38d03e8", "fetched_at": "2026-08-28T04:03:36.209012+00:00", "kind": "readme", "missing": false, "url": "https://github.com/canwhite/Krebs"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:03:36.209012+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:03:36.209012+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:03:36.209012+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T06:45:27.589560+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1fda8ed70acfb8ad8866203ffc847fbd2c6ada6c00bb34682a09af10f38d03e8", "fetched_at": "2026-08-28T04:03:36.209012+00:00", "kind": "readme", "missing": false, "url": "https://github.com/canwhite/Krebs"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:03:36.209012+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:03:36.209012+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T06:45:27.589560+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1fda8ed70acfb8ad8866203ffc847fbd2c6ada6c00bb34682a09af10f38d03e8", "fetched_at": "2026-08-28T04:03:36.209012+00:00", "kind": "readme", "missing": false, "url": "https://github.com/canwhite/Krebs"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:03:36.209012+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:03:36.209012+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:03:36.209012+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T06:45:27.589560+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1fda8ed70acfb8ad8866203ffc847fbd2c6ada6c00bb34682a09af10f38d03e8", "fetched_at": "2026-08-28T04:03:36.209012+00:00", "kind": "readme", "missing": false, "url": "https://github.com/canwhite/Krebs"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:03:36.209012+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:03:36.209012+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T06:45:27.589560+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1fda8ed70acfb8ad8866203ffc847fbd2c6ada6c00bb34682a09af10f38d03e8", "fetched_at": "2026-08-28T04:03:36.209012+00:00", "kind": "readme", "missing": false, "url": "https://github.com/canwhite/Krebs"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T06:45:27.589560+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1fda8ed70acfb8ad8866203ffc847fbd2c6ada6c00bb34682a09af10f38d03e8", "fetched_at": "2026-08-28T04:03:36.209012+00:00", "kind": "readme", "missing": false, "url": "https://github.com/canwhite/Krebs"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T06:45:27.589560+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1fda8ed70acfb8ad8866203ffc847fbd2c6ada6c00bb34682a09af10f38d03e8", "fetched_at": "2026-08-28T04:03:36.209012+00:00", "kind": "readme", "missing": false, "url": "https://github.com/canwhite/Krebs"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T06:45:27.589560+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1fda8ed70acfb8ad8866203ffc847fbd2c6ada6c00bb34682a09af10f38d03e8", "fetched_at": "2026-08-28T04:03:36.209012+00:00", "kind": "readme", "missing": false, "url": "https://github.com/canwhite/Krebs"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 15, "rhythm": 35}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_releases", "no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 211, "days_push": 8, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 60, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}