{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/OpenAIWorkshop","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/0eda2743-65d2-4aca-985e-4934fb182597","json_url":"https://onlylabs.fyi/signals/0eda2743-65d2-4aca-985e-4934fb182597/signal.json","generated_at":"2026-06-11T03:13:21.439702+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/0eda2743-65d2-4aca-985e-4934fb182597","signal_json":"https://onlylabs.fyi/signals/0eda2743-65d2-4aca-985e-4934fb182597/signal.json","source":"https://github.com/microsoft/OpenAIWorkshop","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/OpenAIWorkshop (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/OpenAIWorkshop · language Python. 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/OpenAIWorkshop","source_host":"github.com","occurred_at":"2023-02-22T16:58:45+00:00","first_seen_at":"2026-06-10T07:01:24.979549+00:00","date_source":"source","context":"Python"},"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/OpenAIWorkshop","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"885","source":"traction"},{"label":"Radar lane","value":"Product and customer","source":"radar"},{"label":"Matched term","value":"solutions","source":"radar"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch 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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/0eda2743-65d2-4aca-985e-4934fb182597/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/OpenAIWorkshop","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/OpenAIWorkshop\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/OpenAIWorkshop","text":"Microsoft published repo microsoft/OpenAIWorkshop."},{"subject":"microsoft/OpenAIWorkshop","predicate":"is classified as","object":"repo signal","text":"microsoft/OpenAIWorkshop is classified as repo signal."},{"subject":"microsoft/OpenAIWorkshop","predicate":"belongs to","object":"repos desk","text":"microsoft/OpenAIWorkshop belongs to repos desk."},{"subject":"microsoft/OpenAIWorkshop","predicate":"has context","object":"Python","text":"microsoft/OpenAIWorkshop has context Python."},{"subject":"microsoft/OpenAIWorkshop","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/OpenAIWorkshop has evidence coverage 1 captured evidence page."},{"subject":"microsoft/OpenAIWorkshop","predicate":"matches data-business lanes","object":"Product and customer","text":"microsoft/OpenAIWorkshop matches data-business lanes Product and customer."},{"subject":"microsoft/OpenAIWorkshop","predicate":"has captured page count","object":"1","text":"microsoft/OpenAIWorkshop has captured page count 1."},{"subject":"microsoft/OpenAIWorkshop","predicate":"has readable page count","object":"1","text":"microsoft/OpenAIWorkshop has readable page count 1."},{"subject":"microsoft/OpenAIWorkshop","predicate":"has related signal count","object":"6","text":"microsoft/OpenAIWorkshop has related signal count 6."},{"subject":"microsoft/OpenAIWorkshop","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/OpenAIWorkshop 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/OpenAIWorkshop","predicate":"has source host","object":"github.com","text":"microsoft/OpenAIWorkshop has source host github.com."},{"subject":"microsoft/OpenAIWorkshop","predicate":"has lab","object":"Microsoft","text":"microsoft/OpenAIWorkshop has lab Microsoft."},{"subject":"microsoft/OpenAIWorkshop","predicate":"has signal desk","object":"repos","text":"microsoft/OpenAIWorkshop has signal desk repos."},{"subject":"microsoft/OpenAIWorkshop","predicate":"has source host","object":"github.com","text":"microsoft/OpenAIWorkshop has source host github.com."},{"subject":"microsoft/OpenAIWorkshop","predicate":"has repository","object":"microsoft/OpenAIWorkshop","text":"microsoft/OpenAIWorkshop has repository microsoft/OpenAIWorkshop."},{"subject":"microsoft/OpenAIWorkshop","predicate":"has language","object":"Python","text":"microsoft/OpenAIWorkshop has language Python."},{"subject":"microsoft/OpenAIWorkshop","predicate":"has stars","object":"885","text":"microsoft/OpenAIWorkshop has stars 885."},{"subject":"microsoft/OpenAIWorkshop","predicate":"has radar lane","object":"Product and customer","text":"microsoft/OpenAIWorkshop has radar lane Product and customer."},{"subject":"microsoft/OpenAIWorkshop","predicate":"has matched term","object":"solutions","text":"microsoft/OpenAIWorkshop has matched term solutions."}]},"intelligence":{"signal_desk":"repos","answer":"Microsoft published microsoft/OpenAIWorkshop (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/OpenAIWorkshop · language Python. 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.","semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/OpenAIWorkshop","text":"Microsoft published repo microsoft/OpenAIWorkshop."},{"subject":"microsoft/OpenAIWorkshop","predicate":"is classified as","object":"repo signal","text":"microsoft/OpenAIWorkshop is classified as repo signal."},{"subject":"microsoft/OpenAIWorkshop","predicate":"belongs to","object":"repos desk","text":"microsoft/OpenAIWorkshop belongs to repos desk."},{"subject":"microsoft/OpenAIWorkshop","predicate":"has context","object":"Python","text":"microsoft/OpenAIWorkshop has context Python."},{"subject":"microsoft/OpenAIWorkshop","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/OpenAIWorkshop has evidence coverage 1 captured evidence page."},{"subject":"microsoft/OpenAIWorkshop","predicate":"matches data-business lanes","object":"Product and customer","text":"microsoft/OpenAIWorkshop matches data-business lanes Product and customer."}]},"signal":{"id":"0eda2743-65d2-4aca-985e-4934fb182597","url":"https://onlylabs.fyi/signals/0eda2743-65d2-4aca-985e-4934fb182597","json_url":"https://onlylabs.fyi/signals/0eda2743-65d2-4aca-985e-4934fb182597/signal.json","source_url":"https://github.com/microsoft/OpenAIWorkshop","title":"microsoft/OpenAIWorkshop","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":"2023-02-22T16:58:45+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/OpenAIWorkshop"]},"facets":{"repo":"microsoft/OpenAIWorkshop","language":"Python"},"traction":{"github_stars":885,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product"}],"score":14,"matched_terms":["solutions"],"reason":"Microsoft has a repo signal matching product and customer."}},"primary_evidence_page":{"url":"https://github.com/microsoft/OpenAIWorkshop","final_url":"https://github.com/microsoft/OpenAIWorkshop","title":"microsoft/OpenAIWorkshop repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:13:21.439702+00:00","bytes":13048,"raw_path":"03b353ffe13870211a59bae47ed0ee29c78b959e4d51b2e12b7684c191815339.json","content_hash":"6bd840593e47a80ad658c564102540c4f196811204745e0c3e24196a44ee6d1c","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/OpenAIWorkshop Description: workshop materials to build intelligent solutions on Open AI Language: Python License: MIT Stars: 885 Forks: 480 Open issues: 52 Created: 2023-02-22T16:58:45Z Pushed: 2026-06-10T04:45:13Z Default branch: main Fork: no Archived: no README: ![alt text](docs/media/image-1.png) Microsoft AI Agentic Workshop Repository Welcome to the official repository for the Microsoft AI Agentic Workshop! This repository provides all the resources, code, and documentation you need to explore, prototype, and compare various agent-based AI solutions using Microsoft's leading AI technologies. --- Quick Links - [Business Scenario and Agent Design](./SCENARIO.md) - [Getting Started (Setup Instructions)](./SETUP.md) - [System Architecture Overview](./ARCHITECTURE.md) - [Data Sets](./DATA.md) - [APIM + MCP Security (Optional)](./mcp/MULTI_TENANT_MCP_SECURITY.md) - [Code of Conduct](./CODE_OF_CONDUCT.md) - [Security Guidelines](./SECURITY.md) - [Support](./SUPPORT.md) - [License](./LICENSE) --- What You Can Do With This Repo - **Design and prototype AI agent solutions** for real-world business scenarios - **Explore single-agent and multi-agent architectures** with..."},"evidence_pages":[{"url":"https://github.com/microsoft/OpenAIWorkshop","final_url":"https://github.com/microsoft/OpenAIWorkshop","title":"microsoft/OpenAIWorkshop repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:13:21.439702+00:00","bytes":13048,"raw_path":"03b353ffe13870211a59bae47ed0ee29c78b959e4d51b2e12b7684c191815339.json","content_hash":"6bd840593e47a80ad658c564102540c4f196811204745e0c3e24196a44ee6d1c","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/OpenAIWorkshop Description: workshop materials to build intelligent solutions on Open AI Language: Python License: MIT Stars: 885 Forks: 480 Open issues: 52 Created: 2023-02-22T16:58:45Z Pushed: 2026-06-10T04:45:13Z Default branch: main Fork: no Archived: no README: ![alt text](docs/media/image-1.png) Microsoft AI Agentic Workshop Repository Welcome to the official repository for the Microsoft AI Agentic Workshop! This repository provides all the resources, code, and documentation you need to explore, prototype, and compare various agent-based AI solutions using Microsoft's leading AI technologies. --- Quick Links - [Business Scenario and Agent Design](./SCENARIO.md) - [Getting Started (Setup Instructions)](./SETUP.md) - [System Architecture Overview](./ARCHITECTURE.md) - [Data Sets](./DATA.md) - [APIM + MCP Security (Optional)](./mcp/MULTI_TENANT_MCP_SECURITY.md) - [Code of Conduct](./CODE_OF_CONDUCT.md) - [Security Guidelines](./SECURITY.md) - [Support](./SUPPORT.md) - [License](./LICENSE) --- What You Can Do With This Repo - **Design and prototype AI agent solutions** for real-world business scenarios - **Explore single-agent and multi-agent architectures** with..."}],"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"}]}