{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/entrabot","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/272da200-3e35-4538-a59c-708a3cca16be","json_url":"https://onlylabs.fyi/signals/272da200-3e35-4538-a59c-708a3cca16be/signal.json","generated_at":"2026-06-11T02:41:55.247033+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/272da200-3e35-4538-a59c-708a3cca16be","signal_json":"https://onlylabs.fyi/signals/272da200-3e35-4538-a59c-708a3cca16be/signal.json","source":"https://github.com/microsoft/entrabot","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/entrabot (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/entrabot · language Python · New repo by Microsoft, no traction yet.. 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/entrabot","source_host":"github.com","occurred_at":"2026-05-26T20:07:04+00:00","first_seen_at":"2026-06-05T20:58:41.438741+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/entrabot","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Notability","value":"New repo by Microsoft, no traction yet.","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch 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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/272da200-3e35-4538-a59c-708a3cca16be/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/entrabot","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/entrabot\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/entrabot","text":"Microsoft published repo microsoft/entrabot."},{"subject":"microsoft/entrabot","predicate":"is classified as","object":"repo signal","text":"microsoft/entrabot is classified as repo signal."},{"subject":"microsoft/entrabot","predicate":"belongs to","object":"repos desk","text":"microsoft/entrabot belongs to repos desk."},{"subject":"microsoft/entrabot","predicate":"has context","object":"Python","text":"microsoft/entrabot has context Python."},{"subject":"microsoft/entrabot","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/entrabot has evidence coverage 1 captured evidence page."},{"subject":"microsoft/entrabot","predicate":"has captured page count","object":"1","text":"microsoft/entrabot has captured page count 1."},{"subject":"microsoft/entrabot","predicate":"has readable page count","object":"1","text":"microsoft/entrabot has readable page count 1."},{"subject":"microsoft/entrabot","predicate":"has related signal count","object":"6","text":"microsoft/entrabot has related signal count 6."},{"subject":"microsoft/entrabot","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/entrabot 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/entrabot","predicate":"has source host","object":"github.com","text":"microsoft/entrabot has source host github.com."},{"subject":"microsoft/entrabot","predicate":"has lab","object":"Microsoft","text":"microsoft/entrabot has lab Microsoft."},{"subject":"microsoft/entrabot","predicate":"has signal desk","object":"repos","text":"microsoft/entrabot has signal desk repos."},{"subject":"microsoft/entrabot","predicate":"has source host","object":"github.com","text":"microsoft/entrabot has source host github.com."},{"subject":"microsoft/entrabot","predicate":"has repository","object":"microsoft/entrabot","text":"microsoft/entrabot has repository microsoft/entrabot."},{"subject":"microsoft/entrabot","predicate":"has language","object":"Python","text":"microsoft/entrabot has language Python."},{"subject":"microsoft/entrabot","predicate":"has notability","object":"New repo by Microsoft, no traction yet.","text":"microsoft/entrabot has notability New repo by Microsoft, no traction yet.."},{"subject":"microsoft/entrabot","predicate":"has watch term","object":"Eval methodology","text":"microsoft/entrabot has watch term Eval methodology."},{"subject":"microsoft/entrabot","predicate":"has watch term","object":"Infrastructure","text":"microsoft/entrabot has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"Microsoft published microsoft/entrabot (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/entrabot · language Python · New repo by Microsoft, no traction yet.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/entrabot","text":"Microsoft published repo microsoft/entrabot."},{"subject":"microsoft/entrabot","predicate":"is classified as","object":"repo signal","text":"microsoft/entrabot is classified as repo signal."},{"subject":"microsoft/entrabot","predicate":"belongs to","object":"repos desk","text":"microsoft/entrabot belongs to repos desk."},{"subject":"microsoft/entrabot","predicate":"has context","object":"Python","text":"microsoft/entrabot has context Python."},{"subject":"microsoft/entrabot","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/entrabot has evidence coverage 1 captured evidence page."}]},"signal":{"id":"272da200-3e35-4538-a59c-708a3cca16be","url":"https://onlylabs.fyi/signals/272da200-3e35-4538-a59c-708a3cca16be","json_url":"https://onlylabs.fyi/signals/272da200-3e35-4538-a59c-708a3cca16be/signal.json","source_url":"https://github.com/microsoft/entrabot","title":"microsoft/entrabot","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":"2026-05-26T20:07:04+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/entrabot"]},"facets":{"repo":"microsoft/entrabot","language":"Python"},"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":{"url":"https://github.com/microsoft/entrabot","final_url":"https://github.com/microsoft/entrabot","title":"microsoft/entrabot repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:41:55.247033+00:00","bytes":21015,"raw_path":"cbff00612136bcb54fa1bdf6a7ce4380a2baedd006b42158d5b9d2f6f9f6be0e.json","content_hash":"86bf182b13e1be353f903e871c4acdeacab2f5b9f12b4858d05455fea3804ca1","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/entrabot Description: Give a device-local AI agent its own Microsoft Entra identity. 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It runs on macOS, Linux, and Windows, and works with Claude Code, Copilot CLI, or any MCP-speaking client. **All you need to get started is:** * A Free Microsoft 365 Developer tenant (sign up at <https://aka.ms/m365devprogram>) * A license that includes Teams and Outlook..."},"evidence_pages":[{"url":"https://github.com/microsoft/entrabot","final_url":"https://github.com/microsoft/entrabot","title":"microsoft/entrabot repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:41:55.247033+00:00","bytes":21015,"raw_path":"cbff00612136bcb54fa1bdf6a7ce4380a2baedd006b42158d5b9d2f6f9f6be0e.json","content_hash":"86bf182b13e1be353f903e871c4acdeacab2f5b9f12b4858d05455fea3804ca1","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/entrabot Description: Give a device-local AI agent its own Microsoft Entra identity. Reference implementation for Microsoft Agent 365 and Entra Agent ID. 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