{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/Omex","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/79f40c3e-5922-4784-89bb-c72683a59509","json_url":"https://onlylabs.fyi/signals/79f40c3e-5922-4784-89bb-c72683a59509/signal.json","generated_at":"2026-06-11T03:13:23.433138+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/79f40c3e-5922-4784-89bb-c72683a59509","signal_json":"https://onlylabs.fyi/signals/79f40c3e-5922-4784-89bb-c72683a59509/signal.json","source":"https://github.com/microsoft/Omex","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":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"}]}},"answer_pack":{"answer":"Microsoft published microsoft/Omex (C#). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/Omex · language C#. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Infrastructure in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/microsoft/Omex","source_host":"github.com","occurred_at":"2018-11-21T14:39:34+00:00","first_seen_at":"2026-06-10T07:01:24.979549+00:00","date_source":"source","context":"C#"},"context_markers":[{"label":"Lab","value":"Microsoft","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"microsoft/Omex","source":"source"},{"label":"Language","value":"C#","source":"source"},{"label":"Stars","value":"78","source":"traction"},{"label":"Radar lane","value":"Infrastructure","source":"radar"},{"label":"Matched 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the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Which data-business lane explains this signal: Infrastructure?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/79f40c3e-5922-4784-89bb-c72683a59509/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/Omex","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/microsoft/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/microsoft/evidence.json","required":true},{"label":"topic_signals_json","url":null,"required":false},{"label":"data_radar_json","url":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Microsoft's repo signal \"microsoft/Omex\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/Omex","text":"Microsoft published repo microsoft/Omex."},{"subject":"microsoft/Omex","predicate":"is classified as","object":"repo signal","text":"microsoft/Omex is classified as repo signal."},{"subject":"microsoft/Omex","predicate":"belongs to","object":"repos desk","text":"microsoft/Omex belongs to repos desk."},{"subject":"microsoft/Omex","predicate":"has context","object":"C#","text":"microsoft/Omex has context C#."},{"subject":"microsoft/Omex","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/Omex has evidence coverage 1 captured evidence page."},{"subject":"microsoft/Omex","predicate":"matches data-business lanes","object":"Infrastructure","text":"microsoft/Omex matches data-business lanes Infrastructure."},{"subject":"microsoft/Omex","predicate":"has captured page count","object":"1","text":"microsoft/Omex has captured page count 1."},{"subject":"microsoft/Omex","predicate":"has readable page count","object":"1","text":"microsoft/Omex has readable page count 1."},{"subject":"microsoft/Omex","predicate":"has related signal count","object":"6","text":"microsoft/Omex has related signal count 6."},{"subject":"microsoft/Omex","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/Omex 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/Omex","predicate":"has source host","object":"github.com","text":"microsoft/Omex has source host github.com."},{"subject":"microsoft/Omex","predicate":"has lab","object":"Microsoft","text":"microsoft/Omex has lab Microsoft."},{"subject":"microsoft/Omex","predicate":"has signal desk","object":"repos","text":"microsoft/Omex has signal desk repos."},{"subject":"microsoft/Omex","predicate":"has source host","object":"github.com","text":"microsoft/Omex has source host github.com."},{"subject":"microsoft/Omex","predicate":"has repository","object":"microsoft/Omex","text":"microsoft/Omex has repository microsoft/Omex."},{"subject":"microsoft/Omex","predicate":"has language","object":"C#","text":"microsoft/Omex has language C#."},{"subject":"microsoft/Omex","predicate":"has stars","object":"78","text":"microsoft/Omex has stars 78."},{"subject":"microsoft/Omex","predicate":"has radar lane","object":"Infrastructure","text":"microsoft/Omex has radar lane Infrastructure."},{"subject":"microsoft/Omex","predicate":"has matched term","object":"systems","text":"microsoft/Omex has matched term systems."}]},"intelligence":{"signal_desk":"repos","answer":"Microsoft published microsoft/Omex (C#). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/Omex · language C#. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Infrastructure in the data-business radar.","semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/Omex","text":"Microsoft published repo microsoft/Omex."},{"subject":"microsoft/Omex","predicate":"is classified as","object":"repo signal","text":"microsoft/Omex is classified as repo signal."},{"subject":"microsoft/Omex","predicate":"belongs to","object":"repos desk","text":"microsoft/Omex belongs to repos desk."},{"subject":"microsoft/Omex","predicate":"has context","object":"C#","text":"microsoft/Omex has context C#."},{"subject":"microsoft/Omex","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/Omex has evidence coverage 1 captured evidence page."},{"subject":"microsoft/Omex","predicate":"matches data-business lanes","object":"Infrastructure","text":"microsoft/Omex matches data-business lanes Infrastructure."}]},"signal":{"id":"79f40c3e-5922-4784-89bb-c72683a59509","url":"https://onlylabs.fyi/signals/79f40c3e-5922-4784-89bb-c72683a59509","json_url":"https://onlylabs.fyi/signals/79f40c3e-5922-4784-89bb-c72683a59509/signal.json","source_url":"https://github.com/microsoft/Omex","title":"microsoft/Omex","summary":"Microsoft published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"C#","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2018-11-21T14:39:34+00:00","first_seen_at":"2026-06-10T07:01:24.979549+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/Omex"]},"facets":{"repo":"microsoft/Omex","language":"C#"},"traction":{"github_stars":78,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure"}],"score":14,"matched_terms":["systems"],"reason":"Microsoft has a repo signal matching infrastructure."}},"primary_evidence_page":{"url":"https://github.com/microsoft/Omex","final_url":"https://github.com/microsoft/Omex","title":"microsoft/Omex repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:13:23.433138+00:00","bytes":12072,"raw_path":"5c32dbe6445e68793a336971b126acde253f82747a9f51f44dc5853c714e6aba.json","content_hash":"c01226dba0d052302e93f83eb0557b6fe842d99e08fb380c063470fad04a8ff3","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/Omex Description: Shared components used by the Omex team to build scalable and highly available distributed systems Language: C# License: MIT Stars: 78 Forks: 39 Open issues: 20 Created: 2018-11-21T14:39:34Z Pushed: 2026-06-10T04:09:40Z Default branch: main Fork: no Archived: no README: Microsoft OMEX This repository contains source code for shared components used by the team, which is part of the Office organization, at Microsoft to build scalable and highly available distributed systems. The code is released under the [MIT license](https://github.com/microsoft/Omex/blob/main/LICENSE). The release NuGet packages are available for download from Nuget.org https://www.nuget.org/packages?q=omex Additional source code from the OMEX team can be located at <https://github.com/microsoft/PR-Metrics>. This project is an Azure DevOps Extension and GitHub Action that augments PR titles with size and test coverage indicators. Projects in this repository * [__Diagnostics.HealthChecks__](https://github.com/microsoft/Omex/tree/main/src/Diagnostics.HealthChecks) - This library offers a set of default composable classes to implement custom health checks implementing the .NET..."},"evidence_pages":[{"url":"https://github.com/microsoft/Omex","final_url":"https://github.com/microsoft/Omex","title":"microsoft/Omex repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:13:23.433138+00:00","bytes":12072,"raw_path":"5c32dbe6445e68793a336971b126acde253f82747a9f51f44dc5853c714e6aba.json","content_hash":"c01226dba0d052302e93f83eb0557b6fe842d99e08fb380c063470fad04a8ff3","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/Omex Description: Shared components used by the Omex team to build scalable and highly available distributed systems Language: C# License: MIT Stars: 78 Forks: 39 Open issues: 20 Created: 2018-11-21T14:39:34Z Pushed: 2026-06-10T04:09:40Z Default branch: main Fork: no Archived: no README: Microsoft OMEX This repository contains source code for shared components used by the team, which is part of the Office organization, at Microsoft to build scalable and highly available distributed systems. 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Projects in this repository * [__Diagnostics.HealthChecks__](https://github.com/microsoft/Omex/tree/main/src/Diagnostics.HealthChecks) - This library offers a set of default composable classes to implement custom health checks implementing the .NET..."}],"related_signals":[{"id":"8afe79f4-378b-4748-9e2a-3cf5e3253fdb","url":"https://onlylabs.fyi/signals/8afe79f4-378b-4748-9e2a-3cf5e3253fdb","source_url":"https://github.com/microsoft/Dev-Trio","title":"microsoft/Dev-Trio","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-08T03:41:01+00:00","first_seen_at":"2026-06-08T07:01:04.198092+00:00","date_source":"source"},{"id":"9e75fa50-dba7-4b77-9faf-166c323e3dff","url":"https://onlylabs.fyi/signals/9e75fa50-dba7-4b77-9faf-166c323e3dff","source_url":"https://github.com/microsoft/amplifier-app-paperclip","title":"microsoft/amplifier-app-paperclip","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-04T21:13:41+00:00","first_seen_at":"2026-06-05T20:58:41.438741+00:00","date_source":"source"},{"id":"76cacf33-54b2-4074-bec0-23944d8fb67c","url":"https://onlylabs.fyi/signals/76cacf33-54b2-4074-bec0-23944d8fb67c","source_url":"https://github.com/microsoft/create-github-app-token-via-key-vault","title":"microsoft/create-github-app-token-via-key-vault","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-04T18:22:49+00:00","first_seen_at":"2026-06-05T20:58:41.438741+00:00","date_source":"source"},{"id":"b2f7bcbd-9db3-4785-8a2a-2e0e0cb22ed2","url":"https://onlylabs.fyi/signals/b2f7bcbd-9db3-4785-8a2a-2e0e0cb22ed2","source_url":"https://github.com/microsoft/Enterprise-AI-Analytics-Pipeline","title":"microsoft/Enterprise-AI-Analytics-Pipeline","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-04T16:48:58+00:00","first_seen_at":"2026-06-05T20:58:41.438741+00:00","date_source":"source"},{"id":"51a9ec5d-5f14-45d9-b57a-db362b5d1ace","url":"https://onlylabs.fyi/signals/51a9ec5d-5f14-45d9-b57a-db362b5d1ace","source_url":"https://github.com/microsoft/fabric-org-app-template","title":"microsoft/fabric-org-app-template","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-03T18:26:42+00:00","first_seen_at":"2026-06-05T20:58:41.438741+00:00","date_source":"source"},{"id":"f26025da-153f-4d27-851c-7b4892602810","url":"https://onlylabs.fyi/signals/f26025da-153f-4d27-851c-7b4892602810","source_url":"https://github.com/microsoft/amplifier-bundle-amplifier-online","title":"microsoft/amplifier-bundle-amplifier-online","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-03T17:26:20+00:00","first_seen_at":"2026-06-05T20:58:41.438741+00:00","date_source":"source"}]}