{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/amplifier-unified v0.34.4","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/f372a8a1-d990-4bfc-a800-faf2831f6962","json_url":"https://onlylabs.fyi/signals/f372a8a1-d990-4bfc-a800-faf2831f6962/signal.json","generated_at":"2026-10-29T13:54:48.339Z","evidence_latest_fetched_at":"2026-10-29T07:04:27.650557+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/f372a8a1-d990-4bfc-a800-faf2831f6962","signal_json":"https://onlylabs.fyi/signals/f372a8a1-d990-4bfc-a800-faf2831f6962/signal.json","source":"https://github.com/microsoft/amplifier-unified/releases/tag/v0.34.4","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/amplifier-unified v0.34.4 (microsoft/amplifier-unified). 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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/f372a8a1-d990-4bfc-a800-faf2831f6962/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/amplifier-unified/releases/tag/v0.34.4","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, 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what shipped and what changed.."},{"subject":"microsoft/amplifier-unified v0.34.4","predicate":"has source host","object":"github.com","text":"microsoft/amplifier-unified v0.34.4 has source host github.com."},{"subject":"microsoft/amplifier-unified v0.34.4","predicate":"has lab","object":"Microsoft","text":"microsoft/amplifier-unified v0.34.4 has lab Microsoft."},{"subject":"microsoft/amplifier-unified v0.34.4","predicate":"has signal desk","object":"releases","text":"microsoft/amplifier-unified v0.34.4 has signal desk releases."},{"subject":"microsoft/amplifier-unified v0.34.4","predicate":"has source host","object":"github.com","text":"microsoft/amplifier-unified v0.34.4 has source host github.com."},{"subject":"microsoft/amplifier-unified v0.34.4","predicate":"has repository","object":"microsoft/amplifier-unified","text":"microsoft/amplifier-unified v0.34.4 has repository microsoft/amplifier-unified."},{"subject":"microsoft/amplifier-unified v0.34.4","predicate":"has 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This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Amplifier Unified 0.34.4 Repository: microsoft/amplifier-unified Tag: v0.34.4 Published: 2026-10-29T05:18:14Z Prerelease: no Release notes: Steadier tool responses and.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/amplifier-unified v0.34.4","text":"Microsoft released microsoft/amplifier-unified v0.34.4."},{"subject":"microsoft/amplifier-unified v0.34.4","predicate":"is classified as","object":"release signal","text":"microsoft/amplifier-unified v0.34.4 is classified as release signal."},{"subject":"microsoft/amplifier-unified v0.34.4","predicate":"belongs to","object":"releases desk","text":"microsoft/amplifier-unified v0.34.4 belongs to releases desk."},{"subject":"microsoft/amplifier-unified v0.34.4","predicate":"has context","object":"microsoft/amplifier-unified","text":"microsoft/amplifier-unified v0.34.4 has context microsoft/amplifier-unified."},{"subject":"microsoft/amplifier-unified v0.34.4","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/amplifier-unified v0.34.4 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"f372a8a1-d990-4bfc-a800-faf2831f6962","url":"https://onlylabs.fyi/signals/f372a8a1-d990-4bfc-a800-faf2831f6962","json_url":"https://onlylabs.fyi/signals/f372a8a1-d990-4bfc-a800-faf2831f6962/signal.json","source_url":"https://github.com/microsoft/amplifier-unified/releases/tag/v0.34.4","title":"microsoft/amplifier-unified v0.34.4","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/amplifier-unified","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-10-29T05:18:14+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/amplifier-unified/releases/tag/v0.34.4"]},"facets":{"repo":"microsoft/amplifier-unified"},"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":{"is_primary":true,"source_match":true,"url":"https://github.com/microsoft/amplifier-unified/releases/tag/v0.34.4","final_url":"https://github.com/microsoft/amplifier-unified/releases/tag/v0.34.4","title":"microsoft/amplifier-unified v0.34.4","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-10-29T07:04:27.650557+00:00","bytes":9874,"raw_path":"bb82113c4ac498cc1174bf3e4b890ecc994aeb0e85a1be56eb9a7eec3266308b.json","content_hash":"fa9310fcb37ef1dbae69e6128a3b0012ec3c43795f7a0ee4323c8986b71fd578","excerpt_chars":1200,"truncated":true,"excerpt":"Amplifier Unified 0.34.4 Repository: microsoft/amplifier-unified Tag: v0.34.4 Published: 2026-10-29T05:18:14Z Prerelease: no Release notes: Steadier tool responses and clearer Canvas controls Changes - Avoid resaving unchanged resident conversation histories during native metadata refreshes. 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