{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/learn-ai-native-dev","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/b37be252-eac4-4d84-ae72-167257aee27e","json_url":"https://onlylabs.fyi/signals/b37be252-eac4-4d84-ae72-167257aee27e/signal.json","generated_at":"2026-06-11T02:51:34.729044+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/b37be252-eac4-4d84-ae72-167257aee27e","signal_json":"https://onlylabs.fyi/signals/b37be252-eac4-4d84-ae72-167257aee27e/signal.json","source":"https://github.com/microsoft/learn-ai-native-dev","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":null},"answer_pack":{"answer":"Microsoft published microsoft/learn-ai-native-dev (TypeScript). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/learn-ai-native-dev · language TypeScript · Low stars, routine repo from Microsoft. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/microsoft/learn-ai-native-dev","source_host":"github.com","occurred_at":"2026-04-24T11:51:06+00:00","first_seen_at":"2026-06-05T20:58:41.438741+00:00","date_source":"source","context":"TypeScript"},"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/learn-ai-native-dev","source":"source"},{"label":"Language","value":"TypeScript","source":"source"},{"label":"Stars","value":"10","source":"traction"},{"label":"Notability","value":"Low stars, routine repo from Microsoft","source":"signal"},{"label":"Watch 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signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does 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?","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/b37be252-eac4-4d84-ae72-167257aee27e/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/learn-ai-native-dev","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":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific 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/learn-ai-native-dev\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/learn-ai-native-dev","text":"Microsoft published repo microsoft/learn-ai-native-dev."},{"subject":"microsoft/learn-ai-native-dev","predicate":"is classified as","object":"repo signal","text":"microsoft/learn-ai-native-dev is classified as repo signal."},{"subject":"microsoft/learn-ai-native-dev","predicate":"belongs to","object":"repos desk","text":"microsoft/learn-ai-native-dev belongs to repos desk."},{"subject":"microsoft/learn-ai-native-dev","predicate":"has context","object":"TypeScript","text":"microsoft/learn-ai-native-dev has context TypeScript."},{"subject":"microsoft/learn-ai-native-dev","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/learn-ai-native-dev has evidence coverage 1 captured evidence page."},{"subject":"microsoft/learn-ai-native-dev","predicate":"has captured page count","object":"1","text":"microsoft/learn-ai-native-dev has captured page count 1."},{"subject":"microsoft/learn-ai-native-dev","predicate":"has readable page count","object":"1","text":"microsoft/learn-ai-native-dev has readable page count 1."},{"subject":"microsoft/learn-ai-native-dev","predicate":"has related signal count","object":"6","text":"microsoft/learn-ai-native-dev has related signal count 6."},{"subject":"microsoft/learn-ai-native-dev","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/learn-ai-native-dev 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/learn-ai-native-dev","predicate":"has source host","object":"github.com","text":"microsoft/learn-ai-native-dev has source host github.com."},{"subject":"microsoft/learn-ai-native-dev","predicate":"has lab","object":"Microsoft","text":"microsoft/learn-ai-native-dev has lab Microsoft."},{"subject":"microsoft/learn-ai-native-dev","predicate":"has signal desk","object":"repos","text":"microsoft/learn-ai-native-dev has signal desk repos."},{"subject":"microsoft/learn-ai-native-dev","predicate":"has source host","object":"github.com","text":"microsoft/learn-ai-native-dev has source host github.com."},{"subject":"microsoft/learn-ai-native-dev","predicate":"has repository","object":"microsoft/learn-ai-native-dev","text":"microsoft/learn-ai-native-dev has repository microsoft/learn-ai-native-dev."},{"subject":"microsoft/learn-ai-native-dev","predicate":"has language","object":"TypeScript","text":"microsoft/learn-ai-native-dev has language TypeScript."},{"subject":"microsoft/learn-ai-native-dev","predicate":"has stars","object":"10","text":"microsoft/learn-ai-native-dev has stars 10."},{"subject":"microsoft/learn-ai-native-dev","predicate":"has notability","object":"Low stars, routine repo from Microsoft","text":"microsoft/learn-ai-native-dev has notability Low stars, routine repo from Microsoft."},{"subject":"microsoft/learn-ai-native-dev","predicate":"has watch term","object":"Infrastructure","text":"microsoft/learn-ai-native-dev has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"Microsoft published microsoft/learn-ai-native-dev (TypeScript). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/learn-ai-native-dev · language TypeScript · Low stars, routine repo from Microsoft. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/learn-ai-native-dev","text":"Microsoft published repo microsoft/learn-ai-native-dev."},{"subject":"microsoft/learn-ai-native-dev","predicate":"is classified as","object":"repo signal","text":"microsoft/learn-ai-native-dev is classified as repo signal."},{"subject":"microsoft/learn-ai-native-dev","predicate":"belongs to","object":"repos desk","text":"microsoft/learn-ai-native-dev belongs to repos desk."},{"subject":"microsoft/learn-ai-native-dev","predicate":"has context","object":"TypeScript","text":"microsoft/learn-ai-native-dev has context TypeScript."},{"subject":"microsoft/learn-ai-native-dev","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/learn-ai-native-dev has evidence coverage 1 captured evidence page."}]},"signal":{"id":"b37be252-eac4-4d84-ae72-167257aee27e","url":"https://onlylabs.fyi/signals/b37be252-eac4-4d84-ae72-167257aee27e","json_url":"https://onlylabs.fyi/signals/b37be252-eac4-4d84-ae72-167257aee27e/signal.json","source_url":"https://github.com/microsoft/learn-ai-native-dev","title":"microsoft/learn-ai-native-dev","summary":"Microsoft published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-04-24T11:51:06+00:00","first_seen_at":"2026-06-05T20:58:41.438741+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/learn-ai-native-dev"]},"facets":{"repo":"microsoft/learn-ai-native-dev","language":"TypeScript"},"traction":{"github_stars":10,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/microsoft/learn-ai-native-dev","final_url":"https://github.com/microsoft/learn-ai-native-dev","title":"microsoft/learn-ai-native-dev repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:51:34.729044+00:00","bytes":19869,"raw_path":"5f5980832b16e135c212de0ee7199838f8befa05c562a1a6806c9f19c933d113.json","content_hash":"0dc9979070de84988de1af19b14f3bf8d6785dc84114215b0c9e2708c842be2a","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/learn-ai-native-dev Language: TypeScript License: MIT Stars: 10 Forks: 1 Open issues: 1 Created: 2026-04-24T11:51:06Z Pushed: 2026-06-03T22:00:53Z Default branch: main Fork: no Archived: no README: <div align=\"center\"> <picture> <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/assets/wordmark-dark.svg\"> <source media=\"(prefers-color-scheme: light)\" srcset=\"docs/assets/wordmark-light.svg\"> <img alt=\"AI-Native Development\" src=\"docs/assets/wordmark-light.svg\" width=\"720\"> </picture> <sub>practice · intuition · agentic engineering — shaped in the open</sub> <br/> <a href=\"#-contribute\"><img src=\"https://img.shields.io/badge/Shape_It_With_Us-ff5500?style=for-the-badge&logo=github&logoColor=white\" alt=\"Contribute\"/></a> <a href=\"LICENSE\"><img src=\"https://img.shields.io/badge/Code-MIT-0a0a0a?style=for-the-badge&logo=opensourceinitiative&logoColor=white\" alt=\"MIT\"/></a> <a href=\"LICENSE-DOCS\"><img src=\"https://img.shields.io/badge/Docs-CC--BY--4.0-0a0a0a?style=for-the-badge&logo=creativecommons&logoColor=white\" alt=\"CC BY 4.0\"/></a> <br/> <!-- live status strip --> <a href=\"https://github.com/microsoft/learn-ai-native-dev/actions/workflows/deploy-pages.yml\"><img..."},"evidence_pages":[{"url":"https://github.com/microsoft/learn-ai-native-dev","final_url":"https://github.com/microsoft/learn-ai-native-dev","title":"microsoft/learn-ai-native-dev repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:51:34.729044+00:00","bytes":19869,"raw_path":"5f5980832b16e135c212de0ee7199838f8befa05c562a1a6806c9f19c933d113.json","content_hash":"0dc9979070de84988de1af19b14f3bf8d6785dc84114215b0c9e2708c842be2a","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/learn-ai-native-dev Language: TypeScript License: MIT Stars: 10 Forks: 1 Open issues: 1 Created: 2026-04-24T11:51:06Z Pushed: 2026-06-03T22:00:53Z Default branch: main Fork: no Archived: no README: <div align=\"center\"> <picture> <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/assets/wordmark-dark.svg\"> <source media=\"(prefers-color-scheme: light)\" srcset=\"docs/assets/wordmark-light.svg\"> <img alt=\"AI-Native Development\" src=\"docs/assets/wordmark-light.svg\" width=\"720\"> </picture> <sub>practice · intuition · agentic engineering — shaped in the open</sub> <br/> <a href=\"#-contribute\"><img src=\"https://img.shields.io/badge/Shape_It_With_Us-ff5500?style=for-the-badge&logo=github&logoColor=white\" alt=\"Contribute\"/></a> <a href=\"LICENSE\"><img src=\"https://img.shields.io/badge/Code-MIT-0a0a0a?style=for-the-badge&logo=opensourceinitiative&logoColor=white\" alt=\"MIT\"/></a> <a href=\"LICENSE-DOCS\"><img src=\"https://img.shields.io/badge/Docs-CC--BY--4.0-0a0a0a?style=for-the-badge&logo=creativecommons&logoColor=white\" alt=\"CC BY 4.0\"/></a> <br/> <!-- live status strip --> <a href=\"https://github.com/microsoft/learn-ai-native-dev/actions/workflows/deploy-pages.yml\"><img..."}],"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"}]}