{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/Qcodes v0.54.4","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/79d145f4-801f-48ed-86fc-7a1b03624d41","json_url":"https://onlylabs.fyi/signals/79d145f4-801f-48ed-86fc-7a1b03624d41/signal.json","generated_at":"2026-06-11T03:36:11.891079+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/79d145f4-801f-48ed-86fc-7a1b03624d41","signal_json":"https://onlylabs.fyi/signals/79d145f4-801f-48ed-86fc-7a1b03624d41/signal.json","source":"https://github.com/microsoft/Qcodes/releases/tag/v0.54.4","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":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","data_business":null},"answer_pack":{"answer":"Microsoft published microsoft/Qcodes v0.54.4 (microsoft/Qcodes). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine minor version release · QCoDeS 0.54.4 (2025-12-12) Repository: microsoft/Qcodes Tag: v0.54.4 Published: 2025-12-12T17:38:55Z Prerelease: no Release notes: What's Changed * Start testing with.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/microsoft/Qcodes/releases/tag/v0.54.4","source_host":"github.com","occurred_at":"2025-12-12T17:38:55+00:00","first_seen_at":"2026-06-08T07:01:04.198092+00:00","date_source":"source","context":"microsoft/Qcodes"},"context_markers":[{"label":"Lab","value":"Microsoft","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"microsoft/Qcodes","source":"source"},{"label":"Release","value":"QCoDeS 0.54.4 (2025-12-12)","source":"source"},{"label":"Notability","value":"Routine minor version release","source":"signal"},{"label":"Watch term","value":"Data 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model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What changed in this release, and what downstream data or infrastructure need could it create?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related release signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","data_business_lane","evidence_url"],"data_business_relevance":"Release signals show the hard edge of lab execution and help connect data-business opportunities to concrete model, repo, and deployment changes.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/79d145f4-801f-48ed-86fc-7a1b03624d41/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/Qcodes/releases/tag/v0.54.4","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":"https://onlylabs.fyi/topics/releases/signals.json","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 release signal \"microsoft/Qcodes v0.54.4\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/Qcodes v0.54.4","text":"Microsoft released microsoft/Qcodes v0.54.4."},{"subject":"microsoft/Qcodes v0.54.4","predicate":"is classified as","object":"release signal","text":"microsoft/Qcodes v0.54.4 is classified as release signal."},{"subject":"microsoft/Qcodes v0.54.4","predicate":"belongs to","object":"releases desk","text":"microsoft/Qcodes v0.54.4 belongs to releases desk."},{"subject":"microsoft/Qcodes v0.54.4","predicate":"has context","object":"microsoft/Qcodes","text":"microsoft/Qcodes v0.54.4 has context microsoft/Qcodes."},{"subject":"microsoft/Qcodes v0.54.4","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/Qcodes v0.54.4 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/Qcodes v0.54.4","predicate":"has captured page count","object":"1","text":"microsoft/Qcodes v0.54.4 has captured page count 1."},{"subject":"microsoft/Qcodes v0.54.4","predicate":"has readable page count","object":"1","text":"microsoft/Qcodes v0.54.4 has readable page count 1."},{"subject":"microsoft/Qcodes v0.54.4","predicate":"has related signal count","object":"6","text":"microsoft/Qcodes v0.54.4 has related signal count 6."},{"subject":"microsoft/Qcodes v0.54.4","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"microsoft/Qcodes v0.54.4 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/Qcodes v0.54.4","predicate":"has source host","object":"github.com","text":"microsoft/Qcodes v0.54.4 has source host github.com."},{"subject":"microsoft/Qcodes v0.54.4","predicate":"has lab","object":"Microsoft","text":"microsoft/Qcodes v0.54.4 has lab Microsoft."},{"subject":"microsoft/Qcodes v0.54.4","predicate":"has signal desk","object":"releases","text":"microsoft/Qcodes v0.54.4 has signal desk releases."},{"subject":"microsoft/Qcodes v0.54.4","predicate":"has source host","object":"github.com","text":"microsoft/Qcodes v0.54.4 has source host github.com."},{"subject":"microsoft/Qcodes v0.54.4","predicate":"has repository","object":"microsoft/Qcodes","text":"microsoft/Qcodes v0.54.4 has repository microsoft/Qcodes."},{"subject":"microsoft/Qcodes v0.54.4","predicate":"has release","object":"QCoDeS 0.54.4 (2025-12-12)","text":"microsoft/Qcodes v0.54.4 has release QCoDeS 0.54.4 (2025-12-12)."},{"subject":"microsoft/Qcodes v0.54.4","predicate":"has notability","object":"Routine minor version release","text":"microsoft/Qcodes v0.54.4 has notability Routine minor version release."},{"subject":"microsoft/Qcodes v0.54.4","predicate":"has watch term","object":"Data pipeline","text":"microsoft/Qcodes v0.54.4 has watch term Data pipeline."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/Qcodes v0.54.4 (microsoft/Qcodes). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine minor version release · QCoDeS 0.54.4 (2025-12-12) Repository: microsoft/Qcodes Tag: v0.54.4 Published: 2025-12-12T17:38:55Z Prerelease: no Release notes: What's Changed * Start testing with.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/Qcodes v0.54.4","text":"Microsoft released microsoft/Qcodes v0.54.4."},{"subject":"microsoft/Qcodes v0.54.4","predicate":"is classified as","object":"release signal","text":"microsoft/Qcodes v0.54.4 is classified as release signal."},{"subject":"microsoft/Qcodes v0.54.4","predicate":"belongs to","object":"releases desk","text":"microsoft/Qcodes v0.54.4 belongs to releases desk."},{"subject":"microsoft/Qcodes v0.54.4","predicate":"has context","object":"microsoft/Qcodes","text":"microsoft/Qcodes v0.54.4 has context microsoft/Qcodes."},{"subject":"microsoft/Qcodes v0.54.4","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/Qcodes v0.54.4 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"79d145f4-801f-48ed-86fc-7a1b03624d41","url":"https://onlylabs.fyi/signals/79d145f4-801f-48ed-86fc-7a1b03624d41","json_url":"https://onlylabs.fyi/signals/79d145f4-801f-48ed-86fc-7a1b03624d41/signal.json","source_url":"https://github.com/microsoft/Qcodes/releases/tag/v0.54.4","title":"microsoft/Qcodes v0.54.4","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/Qcodes","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2025-12-12T17:38:55+00:00","first_seen_at":"2026-06-08T07:01:04.198092+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/Qcodes/releases/tag/v0.54.4"]},"facets":{"repo":"microsoft/Qcodes"},"traction":{"github_stars":null,"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/Qcodes/releases/tag/v0.54.4","final_url":"https://github.com/microsoft/Qcodes/releases/tag/v0.54.4","title":"microsoft/Qcodes 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