{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/ignite26-LAB672","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/5b7be9fd-7f7a-416e-8d41-548f1dae8ec5","json_url":"https://onlylabs.fyi/signals/5b7be9fd-7f7a-416e-8d41-548f1dae8ec5/signal.json","generated_at":"2026-10-29T13:58:43.584Z","evidence_latest_fetched_at":"2026-10-29T07:04:29.549597+00:00","signal_first_seen_at":"2026-10-29T07:00:42.513133+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/5b7be9fd-7f7a-416e-8d41-548f1dae8ec5","signal_json":"https://onlylabs.fyi/signals/5b7be9fd-7f7a-416e-8d41-548f1dae8ec5/signal.json","source":"https://github.com/microsoft/ignite26-LAB672","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/ignite26-LAB672 (Jupyter Notebook). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/ignite26-LAB672 · language Jupyter Notebook. 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/ignite26-LAB672","source_host":"github.com","occurred_at":"2026-09-16T19:01:07+00:00","first_seen_at":"2026-10-29T07:00:42.513133+00:00","date_source":"source","context":"Jupyter Notebook"},"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/ignite26-LAB672","source":"source"},{"label":"Language","value":"Jupyter Notebook","source":"source"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","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/ignite26-LAB672"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-10-29T07:04:29.549597+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/5b7be9fd-7f7a-416e-8d41-548f1dae8ec5/signal.json","dossier_json":"https://onlylabs.fyi/labs/microsoft/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/microsoft/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/microsoft/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":null,"opportunities_json":null},"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.","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/5b7be9fd-7f7a-416e-8d41-548f1dae8ec5/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/ignite26-LAB672","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/ignite26-LAB672\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/ignite26-LAB672","text":"Microsoft published repo microsoft/ignite26-LAB672."},{"subject":"microsoft/ignite26-LAB672","predicate":"is classified as","object":"repo signal","text":"microsoft/ignite26-LAB672 is classified as repo signal."},{"subject":"microsoft/ignite26-LAB672","predicate":"belongs to","object":"repos desk","text":"microsoft/ignite26-LAB672 belongs to repos desk."},{"subject":"microsoft/ignite26-LAB672","predicate":"has context","object":"Jupyter Notebook","text":"microsoft/ignite26-LAB672 has context Jupyter Notebook."},{"subject":"microsoft/ignite26-LAB672","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/ignite26-LAB672 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/ignite26-LAB672","predicate":"has captured page count","object":"1","text":"microsoft/ignite26-LAB672 has captured page count 1."},{"subject":"microsoft/ignite26-LAB672","predicate":"has readable page count","object":"1","text":"microsoft/ignite26-LAB672 has readable page count 1."},{"subject":"microsoft/ignite26-LAB672","predicate":"has related signal count","object":"6","text":"microsoft/ignite26-LAB672 has related signal count 6."},{"subject":"microsoft/ignite26-LAB672","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/ignite26-LAB672 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/ignite26-LAB672","predicate":"has source host","object":"github.com","text":"microsoft/ignite26-LAB672 has source host github.com."},{"subject":"microsoft/ignite26-LAB672","predicate":"has lab","object":"Microsoft","text":"microsoft/ignite26-LAB672 has lab Microsoft."},{"subject":"microsoft/ignite26-LAB672","predicate":"has signal desk","object":"repos","text":"microsoft/ignite26-LAB672 has signal desk repos."},{"subject":"microsoft/ignite26-LAB672","predicate":"has source host","object":"github.com","text":"microsoft/ignite26-LAB672 has source host github.com."},{"subject":"microsoft/ignite26-LAB672","predicate":"has repository","object":"microsoft/ignite26-LAB672","text":"microsoft/ignite26-LAB672 has repository microsoft/ignite26-LAB672."},{"subject":"microsoft/ignite26-LAB672","predicate":"has language","object":"Jupyter Notebook","text":"microsoft/ignite26-LAB672 has language Jupyter Notebook."},{"subject":"microsoft/ignite26-LAB672","predicate":"has watch term","object":"Data pipeline","text":"microsoft/ignite26-LAB672 has watch term Data pipeline."},{"subject":"microsoft/ignite26-LAB672","predicate":"has watch term","object":"Agents and tool use","text":"microsoft/ignite26-LAB672 has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"repos","answer":"Microsoft published microsoft/ignite26-LAB672 (Jupyter Notebook). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/ignite26-LAB672 · language Jupyter Notebook. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/ignite26-LAB672","text":"Microsoft published repo microsoft/ignite26-LAB672."},{"subject":"microsoft/ignite26-LAB672","predicate":"is classified as","object":"repo signal","text":"microsoft/ignite26-LAB672 is classified as repo signal."},{"subject":"microsoft/ignite26-LAB672","predicate":"belongs to","object":"repos desk","text":"microsoft/ignite26-LAB672 belongs to repos desk."},{"subject":"microsoft/ignite26-LAB672","predicate":"has context","object":"Jupyter Notebook","text":"microsoft/ignite26-LAB672 has context Jupyter Notebook."},{"subject":"microsoft/ignite26-LAB672","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/ignite26-LAB672 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"5b7be9fd-7f7a-416e-8d41-548f1dae8ec5","url":"https://onlylabs.fyi/signals/5b7be9fd-7f7a-416e-8d41-548f1dae8ec5","json_url":"https://onlylabs.fyi/signals/5b7be9fd-7f7a-416e-8d41-548f1dae8ec5/signal.json","source_url":"https://github.com/microsoft/ignite26-LAB672","title":"microsoft/ignite26-LAB672","summary":"Microsoft published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-09-16T19:01:07+00:00","first_seen_at":"2026-10-29T07:00:42.513133+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/ignite26-LAB672"]},"facets":{"repo":"microsoft/ignite26-LAB672","language":"Jupyter Notebook"},"traction":{"github_stars":0,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/microsoft/ignite26-LAB672","final_url":"https://github.com/microsoft/ignite26-LAB672","title":"microsoft/ignite26-LAB672 repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-10-29T07:04:29.549597+00:00","bytes":12612,"raw_path":"86d113941886540edc85e7bdd4a17b19d9332b45de63b2b98592dd95f94b7f0d.json","content_hash":"6996ea4ba8a375585a8d4902053e961eebd6b311cb6544ca80babeb0990ba781","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/ignite26-LAB672 Language: Jupyter Notebook License: MIT Stars: 0 Forks: 0 Open issues: 1 Created: 2026-09-16T19:01:07Z Pushed: 2026-10-29T05:59:47Z Default branch: main Fork: no Archived: no README: [Microsoft Ignite 2026](https://ignite.microsoft.com) 🔥LAB672: Ground agents in your business with an ontology in Fabric IQ Session description Ground agents in business data by creating a Fabric IQ ontology. Enrich the ontology, then explore supply-chain risks and delivery responses. 🚀 Getting started In a guided session If you're following along during a live session: 1. Open the [LAB672 attendee instructions](instructions/instructions-1.md). 2. Follow the facilitator through workspace setup and source staging. 3. Create and enrich your ontology, then investigate the supply-chain questions. 🎯 Learning outcomes By the end of this session, you will be able to: - Create an ontology from a semantic model - Enrich the ontology using the Ontology agent - Expose ontology through various consumption experiences 💻 Technologies used - **[Microsoft Fabric IQ](https://learn.microsoft.com/fabric/iq/overview)** — ontology and Ontology agent - **[Power BI semantic..."},"evidence_pages":[],"related_signals":[{"id":"df77eafe-1813-4243-afd0-2ad10dc5a647","url":"https://onlylabs.fyi/signals/df77eafe-1813-4243-afd0-2ad10dc5a647","source_url":"https://github.com/microsoft/FoundryX","title":"microsoft/FoundryX","context":"JavaScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-10-27T02:23:10+00:00","first_seen_at":"2026-10-27T07:00:42.84942+00:00","date_source":"source"},{"id":"64972e72-e80e-4689-a7d8-8b59f434c62d","url":"https://onlylabs.fyi/signals/64972e72-e80e-4689-a7d8-8b59f434c62d","source_url":"https://github.com/microsoft/tlalink","title":"microsoft/tlalink","context":"C#","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-10-25T09:51:51+00:00","first_seen_at":"2026-10-27T07:00:42.84942+00:00","date_source":"source"},{"id":"46ad45ef-ee78-4221-b7fa-979bdb461345","url":"https://onlylabs.fyi/signals/46ad45ef-ee78-4221-b7fa-979bdb461345","source_url":"https://github.com/microsoft/m365-copilot-studio-what-to-build-where","title":"microsoft/m365-copilot-studio-what-to-build-where","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-10-13T05:38:12+00:00","first_seen_at":"2026-10-13T07:00:45.007207+00:00","date_source":"source"},{"id":"497f5278-c070-435e-a207-cea7ce6db109","url":"https://onlylabs.fyi/signals/497f5278-c070-435e-a207-cea7ce6db109","source_url":"https://github.com/microsoft/TokenEconomizer","title":"microsoft/TokenEconomizer","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-10-13T04:16:50+00:00","first_seen_at":"2026-10-29T07:00:42.513133+00:00","date_source":"source"},{"id":"c71e595c-107b-4ee7-8b61-e24b17cf8bdc","url":"https://onlylabs.fyi/signals/c71e595c-107b-4ee7-8b61-e24b17cf8bdc","source_url":"https://github.com/microsoft/copilot-studio-mcp","title":"microsoft/copilot-studio-mcp","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-10-12T20:43:04+00:00","first_seen_at":"2026-10-18T07:00:40.929758+00:00","date_source":"source"},{"id":"cd4f743f-fe51-4d33-808a-c43a6c3f6e88","url":"https://onlylabs.fyi/signals/cd4f743f-fe51-4d33-808a-c43a6c3f6e88","source_url":"https://github.com/microsoft/ppcc26-apps-automations-agents","title":"microsoft/ppcc26-apps-automations-agents","context":"PowerShell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-10-12T12:40:45+00:00","first_seen_at":"2026-10-25T07:00:41.543736+00:00","date_source":"source"}]}