{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/SWE-bench-Live","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/01ced0d6-1ad3-4d15-b61d-262aed8a17aa","json_url":"https://onlylabs.fyi/signals/01ced0d6-1ad3-4d15-b61d-262aed8a17aa/signal.json","generated_at":"2026-06-11T03:55:49.378233+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/01ced0d6-1ad3-4d15-b61d-262aed8a17aa","signal_json":"https://onlylabs.fyi/signals/01ced0d6-1ad3-4d15-b61d-262aed8a17aa/signal.json","source":"https://github.com/microsoft/SWE-bench-Live","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/SWE-bench-Live (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/SWE-bench-Live · language Python · Solid new repo from Microsoft, moderate traction.. 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/SWE-bench-Live","source_host":"github.com","occurred_at":"2025-03-28T12:29:11+00:00","first_seen_at":"2026-06-06T07:00:06.411378+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/SWE-bench-Live","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"194","source":"traction"},{"label":"Notability","value":"Solid new repo from Microsoft, moderate traction.","source":"signal"},{"label":"Watch term","value":"RL environments","source":"evidence"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","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/SWE-bench-Live"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:55:49.378233+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/01ced0d6-1ad3-4d15-b61d-262aed8a17aa/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/01ced0d6-1ad3-4d15-b61d-262aed8a17aa/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/SWE-bench-Live","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/SWE-bench-Live\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/SWE-bench-Live","text":"Microsoft published repo microsoft/SWE-bench-Live."},{"subject":"microsoft/SWE-bench-Live","predicate":"is classified as","object":"repo signal","text":"microsoft/SWE-bench-Live is classified as repo signal."},{"subject":"microsoft/SWE-bench-Live","predicate":"belongs to","object":"repos desk","text":"microsoft/SWE-bench-Live belongs to repos desk."},{"subject":"microsoft/SWE-bench-Live","predicate":"has context","object":"Python","text":"microsoft/SWE-bench-Live has context Python."},{"subject":"microsoft/SWE-bench-Live","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/SWE-bench-Live has evidence coverage 1 captured evidence page."},{"subject":"microsoft/SWE-bench-Live","predicate":"has captured page count","object":"1","text":"microsoft/SWE-bench-Live has captured page count 1."},{"subject":"microsoft/SWE-bench-Live","predicate":"has readable page count","object":"1","text":"microsoft/SWE-bench-Live has readable page count 1."},{"subject":"microsoft/SWE-bench-Live","predicate":"has related signal count","object":"6","text":"microsoft/SWE-bench-Live has related signal count 6."},{"subject":"microsoft/SWE-bench-Live","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/SWE-bench-Live 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/SWE-bench-Live","predicate":"has source host","object":"github.com","text":"microsoft/SWE-bench-Live has source host github.com."},{"subject":"microsoft/SWE-bench-Live","predicate":"has lab","object":"Microsoft","text":"microsoft/SWE-bench-Live has lab Microsoft."},{"subject":"microsoft/SWE-bench-Live","predicate":"has signal desk","object":"repos","text":"microsoft/SWE-bench-Live has signal desk repos."},{"subject":"microsoft/SWE-bench-Live","predicate":"has source host","object":"github.com","text":"microsoft/SWE-bench-Live has source host github.com."},{"subject":"microsoft/SWE-bench-Live","predicate":"has repository","object":"microsoft/SWE-bench-Live","text":"microsoft/SWE-bench-Live has repository microsoft/SWE-bench-Live."},{"subject":"microsoft/SWE-bench-Live","predicate":"has language","object":"Python","text":"microsoft/SWE-bench-Live has language Python."},{"subject":"microsoft/SWE-bench-Live","predicate":"has stars","object":"194","text":"microsoft/SWE-bench-Live has stars 194."},{"subject":"microsoft/SWE-bench-Live","predicate":"has notability","object":"Solid new repo from Microsoft, moderate traction.","text":"microsoft/SWE-bench-Live has notability Solid new repo from Microsoft, moderate traction.."},{"subject":"microsoft/SWE-bench-Live","predicate":"has watch term","object":"RL environments","text":"microsoft/SWE-bench-Live has watch term RL environments."}]},"intelligence":{"signal_desk":"repos","answer":"Microsoft published microsoft/SWE-bench-Live (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/SWE-bench-Live · language Python · Solid new repo from Microsoft, moderate traction.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/SWE-bench-Live","text":"Microsoft published repo microsoft/SWE-bench-Live."},{"subject":"microsoft/SWE-bench-Live","predicate":"is classified as","object":"repo signal","text":"microsoft/SWE-bench-Live is classified as repo signal."},{"subject":"microsoft/SWE-bench-Live","predicate":"belongs to","object":"repos desk","text":"microsoft/SWE-bench-Live belongs to repos desk."},{"subject":"microsoft/SWE-bench-Live","predicate":"has context","object":"Python","text":"microsoft/SWE-bench-Live has context Python."},{"subject":"microsoft/SWE-bench-Live","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/SWE-bench-Live has evidence coverage 1 captured evidence page."}]},"signal":{"id":"01ced0d6-1ad3-4d15-b61d-262aed8a17aa","url":"https://onlylabs.fyi/signals/01ced0d6-1ad3-4d15-b61d-262aed8a17aa","json_url":"https://onlylabs.fyi/signals/01ced0d6-1ad3-4d15-b61d-262aed8a17aa/signal.json","source_url":"https://github.com/microsoft/SWE-bench-Live","title":"microsoft/SWE-bench-Live","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":"2025-03-28T12:29:11+00:00","first_seen_at":"2026-06-06T07:00:06.411378+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/SWE-bench-Live"]},"facets":{"repo":"microsoft/SWE-bench-Live","language":"Python"},"traction":{"github_stars":194,"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/SWE-bench-Live","final_url":"https://github.com/microsoft/SWE-bench-Live","title":"microsoft/SWE-bench-Live repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:55:49.378233+00:00","bytes":15970,"raw_path":"aca51d6c991912b5b38ee497e843e381a19df04dcde586473078aecb49816ee4.json","content_hash":"25a3f7a16f2f33d86de57696db65655981e16cd7c5b847aff9737ff7e425e512","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/SWE-bench-Live Description: [NeurIPS 2025 D&B] 🚀 SWE-bench Goes Live! Language: Python License: MIT Stars: 197 Forks: 27 Open issues: 7 Created: 2025-03-28T12:29:11Z Pushed: 2026-06-11T02:58:21Z Default branch: main Fork: no Archived: no README:
A brand-new, continuously updated SWE-bench-like dataset powered by an automated curation pipeline.
![\"swe-bench-live\"](\"assets/banner.png\")
![\"paper\"](\"https://img.shields.io/badge/ArXiv-%23B31B1B?style=for-the-badge&logo=arXiv\"){kind=icon}
![\"License\"](\"https://img.shields.io/github/license/SWE-bench/SWE-bench?style=for-the-badge\")
![\"Leaderboard\"](\"https://img.shields.io/badge/leaderboard-%F0%9F%8F%86-1?style=for-the-badge\"){kind=icon}
![\"dataset\"](\"https://img.shields.io/badge/Dataset-HF-FFD21E.svg?style=for-the-badge&logo=huggingface&logoColor=FFD21E\"){kind=icon}
..."},"evidence_pages":[{"url":"https://github.com/microsoft/SWE-bench-Live","final_url":"https://github.com/microsoft/SWE-bench-Live","title":"microsoft/SWE-bench-Live repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:55:49.378233+00:00","bytes":15970,"raw_path":"aca51d6c991912b5b38ee497e843e381a19df04dcde586473078aecb49816ee4.json","content_hash":"25a3f7a16f2f33d86de57696db65655981e16cd7c5b847aff9737ff7e425e512","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/SWE-bench-Live Description: [NeurIPS 2025 D&B] 🚀 SWE-bench Goes Live! Language: Python License: MIT Stars: 197 Forks: 27 Open issues: 7 Created: 2025-03-28T12:29:11Z Pushed: 2026-06-11T02:58:21Z Default branch: main Fork: no Archived: no README: