{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/AIOpsLab","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/21f15cc8-f729-4b99-acfb-aa03afbf0552","json_url":"https://onlylabs.fyi/signals/21f15cc8-f729-4b99-acfb-aa03afbf0552/signal.json","generated_at":"2026-06-26T23:25:32.096Z","evidence_latest_fetched_at":"2026-06-20T07:04:46.931484+00:00","signal_first_seen_at":"2026-06-20T07:00:30.944907+00:00","org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/microsoft","dossier_json_url":"https://onlylabs.fyi/labs/microsoft/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/21f15cc8-f729-4b99-acfb-aa03afbf0552","signal_json":"https://onlylabs.fyi/signals/21f15cc8-f729-4b99-acfb-aa03afbf0552/signal.json","source":"https://github.com/microsoft/AIOpsLab","lab_dossier":"https://onlylabs.fyi/labs/microsoft","lab_dossier_json":"https://onlylabs.fyi/labs/microsoft/dossier.json","analysis":"https://onlylabs.fyi/analysis/microsoft","analysis_json":"https://onlylabs.fyi/analysis/microsoft/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/microsoft/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals","json_url":"https://onlylabs.fyi/data-radar/evals/signals.json"}]}},"answer_pack":{"answer":"Microsoft published microsoft/AIOpsLab (Python). 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count","object":"1","text":"microsoft/AIOpsLab has captured page count 1."},{"subject":"microsoft/AIOpsLab","predicate":"has readable page count","object":"1","text":"microsoft/AIOpsLab has readable page count 1."},{"subject":"microsoft/AIOpsLab","predicate":"has related signal count","object":"6","text":"microsoft/AIOpsLab has related signal count 6."},{"subject":"microsoft/AIOpsLab","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"microsoft/AIOpsLab has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"microsoft/AIOpsLab","predicate":"has source host","object":"github.com","text":"microsoft/AIOpsLab has source host github.com."},{"subject":"microsoft/AIOpsLab","predicate":"has lab","object":"Microsoft","text":"microsoft/AIOpsLab has lab Microsoft."},{"subject":"microsoft/AIOpsLab","predicate":"has signal desk","object":"repos","text":"microsoft/AIOpsLab has signal desk repos."},{"subject":"microsoft/AIOpsLab","predicate":"has source host","object":"github.com","text":"microsoft/AIOpsLab has source host github.com."},{"subject":"microsoft/AIOpsLab","predicate":"has repository","object":"microsoft/AIOpsLab","text":"microsoft/AIOpsLab has repository microsoft/AIOpsLab."},{"subject":"microsoft/AIOpsLab","predicate":"has language","object":"Python","text":"microsoft/AIOpsLab has language Python."},{"subject":"microsoft/AIOpsLab","predicate":"has stars","object":"899","text":"microsoft/AIOpsLab has stars 899."},{"subject":"microsoft/AIOpsLab","predicate":"has notability","object":"New Microsoft repo with strong traction (899 stars)","text":"microsoft/AIOpsLab has notability New Microsoft repo with strong traction (899 stars)."},{"subject":"microsoft/AIOpsLab","predicate":"has radar lane","object":"Evals and quality","text":"microsoft/AIOpsLab has radar lane Evals and quality."}]},"intelligence":{"signal_desk":"repos","answer":"Microsoft published microsoft/AIOpsLab (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/AIOpsLab · language Python · New Microsoft repo with strong traction (899 stars). onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Evals and quality in the data-business radar.","semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/AIOpsLab","text":"Microsoft published repo microsoft/AIOpsLab."},{"subject":"microsoft/AIOpsLab","predicate":"is classified as","object":"repo signal","text":"microsoft/AIOpsLab is classified as repo signal."},{"subject":"microsoft/AIOpsLab","predicate":"belongs to","object":"repos desk","text":"microsoft/AIOpsLab belongs to repos desk."},{"subject":"microsoft/AIOpsLab","predicate":"has context","object":"Python","text":"microsoft/AIOpsLab has context Python."},{"subject":"microsoft/AIOpsLab","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/AIOpsLab has evidence coverage 1 captured evidence page."},{"subject":"microsoft/AIOpsLab","predicate":"matches data-business lanes","object":"Evals and quality","text":"microsoft/AIOpsLab matches data-business lanes Evals and quality."}]},"signal":{"id":"21f15cc8-f729-4b99-acfb-aa03afbf0552","url":"https://onlylabs.fyi/signals/21f15cc8-f729-4b99-acfb-aa03afbf0552","json_url":"https://onlylabs.fyi/signals/21f15cc8-f729-4b99-acfb-aa03afbf0552/signal.json","source_url":"https://github.com/microsoft/AIOpsLab","title":"microsoft/AIOpsLab","summary":"Microsoft published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2024-10-11T00:44:00+00:00","first_seen_at":"2026-06-20T07:00:30.944907+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/microsoft/AIOpsLab"]},"facets":{"repo":"microsoft/AIOpsLab","language":"Python"},"traction":{"github_stars":899,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals"}],"score":16,"matched_terms":["eval","evaluation"],"reason":"Microsoft has a repo signal matching evals and quality."}},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/microsoft/AIOpsLab","final_url":"https://github.com/microsoft/AIOpsLab","title":"microsoft/AIOpsLab repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-20T07:04:46.931484+00:00","bytes":29887,"raw_path":"87f067d374bea6371a7895c0e8ad61ea2f1e609919046398649a459f9914df77.json","content_hash":"afeb804dc12e35db7d756351637bac487a430559416cb7123fbf11328cc382dd","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/AIOpsLab Description: A holistic framework to enable the design, development, and evaluation of autonomous AIOps agents. Language: Python License: MIT Stars: 899 Forks: 162 Open issues: 28 Created: 2024-10-11T00:44:00Z Pushed: 2026-06-20T00:40:16Z Default branch: main Fork: no Archived: no README: 🤖 Overview ![alt text](./assets/images/aiopslab-arch-open-source.png) AIOpsLab is a holistic framework to enable the design, development, and evaluation of autonomous AIOps agents that, additionally, serve the purpose of building reproducible, standardized, interoperable and scalable benchmarks. AIOpsLab can deploy microservice cloud environments, inject faults, generate workloads, and export telemetry data, while orchestrating these components and providing interfaces for interacting with and evaluating agents. Moreover, AIOpsLab provides a built-in benchmark suite with a set of problems to evaluate AIOps agents in an interactive environment. This suite can be easily extended to meet user-specific needs. See the problem list [here](/aiopslab/orchestrator/problems/registry.py#L15). 📦 Installation Requirements - Python >= 3.11 - [Helm](https://helm.sh/) -..."},"evidence_pages":[],"related_signals":[{"id":"3fdd4690-9c28-4863-ba65-4ec299d85aa0","url":"https://onlylabs.fyi/signals/3fdd4690-9c28-4863-ba65-4ec299d85aa0","source_url":"https://github.com/microsoft/fabric-events","title":"microsoft/fabric-events","context":"HTML","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-23T00:54:34+00:00","first_seen_at":"2026-06-23T07:00:32.834993+00:00","date_source":"source"},{"id":"c0d592c7-e699-4bf5-a2c3-5b79f43f85a0","url":"https://onlylabs.fyi/signals/c0d592c7-e699-4bf5-a2c3-5b79f43f85a0","source_url":"https://github.com/microsoft/citadel","title":"microsoft/citadel","context":"HTML","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-22T06:20:10+00:00","first_seen_at":"2026-06-22T07:00:31.308446+00:00","date_source":"source"},{"id":"96d85410-04f4-4314-b4d1-6788163ff05e","url":"https://onlylabs.fyi/signals/96d85410-04f4-4314-b4d1-6788163ff05e","source_url":"https://github.com/microsoft/amplifier-app-opencode","title":"microsoft/amplifier-app-opencode","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-20T22:24:01+00:00","first_seen_at":"2026-06-23T07:00:32.834993+00:00","date_source":"source"},{"id":"027f6a7e-9e04-4fad-a3d7-9435bc32cf00","url":"https://onlylabs.fyi/signals/027f6a7e-9e04-4fad-a3d7-9435bc32cf00","source_url":"https://github.com/microsoft/amplifier-app-wiki-weaver","title":"microsoft/amplifier-app-wiki-weaver","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-19T23:38:20+00:00","first_seen_at":"2026-06-20T07:00:30.944907+00:00","date_source":"source"},{"id":"4680cd70-2c2f-4483-bd8d-ceb9b28de9cf","url":"https://onlylabs.fyi/signals/4680cd70-2c2f-4483-bd8d-ceb9b28de9cf","source_url":"https://github.com/microsoft/What-I-did-with-Cowork","title":"microsoft/What-I-did-with-Cowork","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-18T09:39:01+00:00","first_seen_at":"2026-06-23T07:00:32.834993+00:00","date_source":"source"},{"id":"4b65f882-b9ed-45ca-b252-be0ddd8ee03e","url":"https://onlylabs.fyi/signals/4b65f882-b9ed-45ca-b252-be0ddd8ee03e","source_url":"https://github.com/microsoft/Salesforce-Custom-Copilot-Connector","title":"microsoft/Salesforce-Custom-Copilot-Connector","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-11T06:55:24+00:00","first_seen_at":"2026-06-18T07:00:31.633644+00:00","date_source":"source"}]}