{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/azure-pipelines-extensions","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/48dad1f4-49ca-493b-8063-0c24c63e244d","json_url":"https://onlylabs.fyi/signals/48dad1f4-49ca-493b-8063-0c24c63e244d/signal.json","generated_at":"2026-06-11T03:55:34.321391+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/48dad1f4-49ca-493b-8063-0c24c63e244d","signal_json":"https://onlylabs.fyi/signals/48dad1f4-49ca-493b-8063-0c24c63e244d/signal.json","source":"https://github.com/microsoft/azure-pipelines-extensions","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":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product","json_url":"https://onlylabs.fyi/data-radar/product/signals.json"}]}},"answer_pack":{"answer":"Microsoft published microsoft/azure-pipelines-extensions (PowerShell). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/azure-pipelines-extensions · language PowerShell. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Product and customer in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/microsoft/azure-pipelines-extensions","source_host":"github.com","occurred_at":"2016-04-01T10:56:59+00:00","first_seen_at":"2026-06-08T07:01:04.198092+00:00","date_source":"source","context":"PowerShell"},"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/azure-pipelines-extensions","source":"source"},{"label":"Language","value":"PowerShell","source":"source"},{"label":"Stars","value":"308","source":"traction"},{"label":"Radar lane","value":"Product and customer","source":"radar"},{"label":"Matched term","value":"deployment","source":"radar"},{"label":"Watch term","value":"Infrastructure","source":"evidence"}],"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/azure-pipelines-extensions"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:55:34.321391+00:00"},"data_business":{"matches":true,"lanes":[{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product","json_url":"https://onlylabs.fyi/data-radar/product/signals.json"}],"matched_terms":["deployment"],"score":14,"reason":"Microsoft has a repo signal matching product and 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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: Product and customer?","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/48dad1f4-49ca-493b-8063-0c24c63e244d/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/azure-pipelines-extensions","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/azure-pipelines-extensions\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/azure-pipelines-extensions","text":"Microsoft published repo microsoft/azure-pipelines-extensions."},{"subject":"microsoft/azure-pipelines-extensions","predicate":"is classified as","object":"repo signal","text":"microsoft/azure-pipelines-extensions is classified as repo signal."},{"subject":"microsoft/azure-pipelines-extensions","predicate":"belongs to","object":"repos desk","text":"microsoft/azure-pipelines-extensions belongs to repos desk."},{"subject":"microsoft/azure-pipelines-extensions","predicate":"has context","object":"PowerShell","text":"microsoft/azure-pipelines-extensions has context PowerShell."},{"subject":"microsoft/azure-pipelines-extensions","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/azure-pipelines-extensions has evidence coverage 1 captured evidence page."},{"subject":"microsoft/azure-pipelines-extensions","predicate":"matches data-business lanes","object":"Product and customer","text":"microsoft/azure-pipelines-extensions matches data-business lanes Product and customer."},{"subject":"microsoft/azure-pipelines-extensions","predicate":"has captured page count","object":"1","text":"microsoft/azure-pipelines-extensions has captured page count 1."},{"subject":"microsoft/azure-pipelines-extensions","predicate":"has readable page count","object":"1","text":"microsoft/azure-pipelines-extensions has readable page count 1."},{"subject":"microsoft/azure-pipelines-extensions","predicate":"has related signal count","object":"6","text":"microsoft/azure-pipelines-extensions has related signal count 6."},{"subject":"microsoft/azure-pipelines-extensions","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/azure-pipelines-extensions 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/azure-pipelines-extensions","predicate":"has source host","object":"github.com","text":"microsoft/azure-pipelines-extensions has source host github.com."},{"subject":"microsoft/azure-pipelines-extensions","predicate":"has lab","object":"Microsoft","text":"microsoft/azure-pipelines-extensions has lab Microsoft."},{"subject":"microsoft/azure-pipelines-extensions","predicate":"has signal desk","object":"repos","text":"microsoft/azure-pipelines-extensions has signal desk repos."},{"subject":"microsoft/azure-pipelines-extensions","predicate":"has source host","object":"github.com","text":"microsoft/azure-pipelines-extensions has source host github.com."},{"subject":"microsoft/azure-pipelines-extensions","predicate":"has repository","object":"microsoft/azure-pipelines-extensions","text":"microsoft/azure-pipelines-extensions has repository microsoft/azure-pipelines-extensions."},{"subject":"microsoft/azure-pipelines-extensions","predicate":"has language","object":"PowerShell","text":"microsoft/azure-pipelines-extensions has language PowerShell."},{"subject":"microsoft/azure-pipelines-extensions","predicate":"has stars","object":"308","text":"microsoft/azure-pipelines-extensions has stars 308."},{"subject":"microsoft/azure-pipelines-extensions","predicate":"has radar lane","object":"Product and customer","text":"microsoft/azure-pipelines-extensions has radar lane Product and customer."},{"subject":"microsoft/azure-pipelines-extensions","predicate":"has matched term","object":"deployment","text":"microsoft/azure-pipelines-extensions has matched term deployment."}]},"intelligence":{"signal_desk":"repos","answer":"Microsoft published microsoft/azure-pipelines-extensions (PowerShell). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/azure-pipelines-extensions · language PowerShell. onlylabs links this event to 1 captured evidence page and 6 related repo signals. 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Dev Setup Prerequisites In order to build and package extensions you will need to install some dependencies first. - Ensure you have installed Node.js - Run `npm -g install gulp-cli` - Run `npm install -g tfx-cli` - Run `npm install -g vsts-npm-auth` - Run `vsts-npm-auth -config .npmrc` to setup authentication for npm (might be needed if you need to install packages for certain tasks within an extension)) How to Build . From the root folder of the repository run the following commands: - `npm install` will install all the node modules required to run gulp to package, build etc. - `gulp build` will copy each task to \"_build\" folder, and install it's dependencies locally (wrt to the task) and copies the common modules required..."},"evidence_pages":[{"url":"https://github.com/microsoft/azure-pipelines-extensions","final_url":"https://github.com/microsoft/azure-pipelines-extensions","title":"microsoft/azure-pipelines-extensions repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:55:34.321391+00:00","bytes":13571,"raw_path":"1f406d9016c79b9a52001a2dc984a1fd729834ca9d0e73bbece0cff722011977.json","content_hash":"ab74f5e3f40ef26594c687b5ba1abf40081bc5b50f064f9245debab76e969c00","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/azure-pipelines-extensions Description: Collection of all RM and deployment extensions Language: PowerShell License: MIT Stars: 308 Forks: 424 Open issues: 217 Created: 2016-04-01T10:56:59Z Pushed: 2026-06-10T17:32:47Z Default branch: master Fork: no Archived: no README: Azure Pipeline extensions for Azure DevOps This repository is a common place for some extensions that Azure DevOps team publishes as **Microsoft** or **Microsoft DevLabs** publisher. Dev Setup Prerequisites In order to build and package extensions you will need to install some dependencies first. - Ensure you have installed Node.js - Run `npm -g install gulp-cli` - Run `npm install -g tfx-cli` - Run `npm install -g vsts-npm-auth` - Run `vsts-npm-auth -config .npmrc` to setup authentication for npm (might be needed if you need to install packages for certain tasks within an extension)) How to Build . From the root folder of the repository run the following commands: - `npm install` will install all the node modules required to run gulp to package, build etc. - `gulp build` will copy each task to \"_build\" folder, and install it's dependencies locally (wrt to the task) and copies the common modules required..."}],"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"}]}