{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/durabletask-python azuremanaged-v1.4.0","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/55d6741d-820f-4256-95fc-29b0198f3da9","json_url":"https://onlylabs.fyi/signals/55d6741d-820f-4256-95fc-29b0198f3da9/signal.json","generated_at":"2026-06-27T00:34:24.892Z","evidence_latest_fetched_at":"2026-06-18T07:03:39.173734+00:00","signal_first_seen_at":"2026-06-18T07:00:31.633644+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/55d6741d-820f-4256-95fc-29b0198f3da9","signal_json":"https://onlylabs.fyi/signals/55d6741d-820f-4256-95fc-29b0198f3da9/signal.json","source":"https://github.com/microsoft/durabletask-python/releases/tag/azuremanaged-v1.4.0","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/durabletask-python azuremanaged-v1.4.0 (microsoft/durabletask-python). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Python SDK for durable task orchestration on Azure · azuremanaged-v1.4.0 Repository: microsoft/durabletask-python Tag: azuremanaged-v1.4.0 Published: 2026-04-08T19:23:45Z Prerelease: no Release notes: What's Changed -.... 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/durabletask-python/releases/tag/azuremanaged-v1.4.0","source_host":"github.com","occurred_at":"2026-04-08T19:23:45+00:00","first_seen_at":"2026-06-18T07:00:31.633644+00:00","date_source":"source","context":"microsoft/durabletask-python"},"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/durabletask-python","source":"source"},{"label":"Release","value":"azuremanaged-v1.4.0","source":"source"},{"label":"Context","value":"Python SDK for durable task orchestration on Azure","source":"signal"},{"label":"Notability","value":"Routine release of a Python library","source":"signal"}],"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/durabletask-python/releases/tag/azuremanaged-v1.4.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-18T07:03:39.173734+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/55d6741d-820f-4256-95fc-29b0198f3da9/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":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn 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/55d6741d-820f-4256-95fc-29b0198f3da9/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/durabletask-python/releases/tag/azuremanaged-v1.4.0","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/durabletask-python azuremanaged-v1.4.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/durabletask-python azuremanaged-v1.4.0","text":"Microsoft released microsoft/durabletask-python azuremanaged-v1.4.0."},{"subject":"microsoft/durabletask-python azuremanaged-v1.4.0","predicate":"is classified as","object":"release signal","text":"microsoft/durabletask-python azuremanaged-v1.4.0 is classified as release signal."},{"subject":"microsoft/durabletask-python azuremanaged-v1.4.0","predicate":"belongs to","object":"releases desk","text":"microsoft/durabletask-python azuremanaged-v1.4.0 belongs to releases desk."},{"subject":"microsoft/durabletask-python azuremanaged-v1.4.0","predicate":"has context","object":"microsoft/durabletask-python","text":"microsoft/durabletask-python azuremanaged-v1.4.0 has context microsoft/durabletask-python."},{"subject":"microsoft/durabletask-python azuremanaged-v1.4.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/durabletask-python azuremanaged-v1.4.0 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/durabletask-python azuremanaged-v1.4.0","predicate":"has captured page count","object":"1","text":"microsoft/durabletask-python azuremanaged-v1.4.0 has captured page count 1."},{"subject":"microsoft/durabletask-python azuremanaged-v1.4.0","predicate":"has readable page count","object":"1","text":"microsoft/durabletask-python azuremanaged-v1.4.0 has readable page count 1."},{"subject":"microsoft/durabletask-python azuremanaged-v1.4.0","predicate":"has related signal count","object":"6","text":"microsoft/durabletask-python azuremanaged-v1.4.0 has related signal count 6."},{"subject":"microsoft/durabletask-python azuremanaged-v1.4.0","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/durabletask-python azuremanaged-v1.4.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/durabletask-python azuremanaged-v1.4.0","predicate":"has source host","object":"github.com","text":"microsoft/durabletask-python azuremanaged-v1.4.0 has source host github.com."},{"subject":"microsoft/durabletask-python azuremanaged-v1.4.0","predicate":"has lab","object":"Microsoft","text":"microsoft/durabletask-python azuremanaged-v1.4.0 has lab Microsoft."},{"subject":"microsoft/durabletask-python azuremanaged-v1.4.0","predicate":"has signal desk","object":"releases","text":"microsoft/durabletask-python azuremanaged-v1.4.0 has signal desk releases."},{"subject":"microsoft/durabletask-python azuremanaged-v1.4.0","predicate":"has source host","object":"github.com","text":"microsoft/durabletask-python azuremanaged-v1.4.0 has source host github.com."},{"subject":"microsoft/durabletask-python azuremanaged-v1.4.0","predicate":"has repository","object":"microsoft/durabletask-python","text":"microsoft/durabletask-python azuremanaged-v1.4.0 has repository microsoft/durabletask-python."},{"subject":"microsoft/durabletask-python azuremanaged-v1.4.0","predicate":"has release","object":"azuremanaged-v1.4.0","text":"microsoft/durabletask-python azuremanaged-v1.4.0 has release azuremanaged-v1.4.0."},{"subject":"microsoft/durabletask-python azuremanaged-v1.4.0","predicate":"has context","object":"Python SDK for durable task orchestration on Azure","text":"microsoft/durabletask-python azuremanaged-v1.4.0 has context Python SDK for durable task orchestration on Azure."},{"subject":"microsoft/durabletask-python azuremanaged-v1.4.0","predicate":"has notability","object":"Routine release of a Python library","text":"microsoft/durabletask-python azuremanaged-v1.4.0 has notability Routine release of a Python library."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/durabletask-python azuremanaged-v1.4.0 (microsoft/durabletask-python). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Python SDK for durable task orchestration on Azure · azuremanaged-v1.4.0 Repository: microsoft/durabletask-python Tag: azuremanaged-v1.4.0 Published: 2026-04-08T19:23:45Z Prerelease: no Release notes: What's Changed -.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/durabletask-python azuremanaged-v1.4.0","text":"Microsoft released microsoft/durabletask-python azuremanaged-v1.4.0."},{"subject":"microsoft/durabletask-python azuremanaged-v1.4.0","predicate":"is classified as","object":"release signal","text":"microsoft/durabletask-python azuremanaged-v1.4.0 is classified as release signal."},{"subject":"microsoft/durabletask-python azuremanaged-v1.4.0","predicate":"belongs to","object":"releases desk","text":"microsoft/durabletask-python azuremanaged-v1.4.0 belongs to releases desk."},{"subject":"microsoft/durabletask-python azuremanaged-v1.4.0","predicate":"has context","object":"microsoft/durabletask-python","text":"microsoft/durabletask-python azuremanaged-v1.4.0 has context microsoft/durabletask-python."},{"subject":"microsoft/durabletask-python azuremanaged-v1.4.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/durabletask-python azuremanaged-v1.4.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"55d6741d-820f-4256-95fc-29b0198f3da9","url":"https://onlylabs.fyi/signals/55d6741d-820f-4256-95fc-29b0198f3da9","json_url":"https://onlylabs.fyi/signals/55d6741d-820f-4256-95fc-29b0198f3da9/signal.json","source_url":"https://github.com/microsoft/durabletask-python/releases/tag/azuremanaged-v1.4.0","title":"microsoft/durabletask-python azuremanaged-v1.4.0","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/durabletask-python","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-04-08T19:23:45+00:00","first_seen_at":"2026-06-18T07:00:31.633644+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/durabletask-python/releases/tag/azuremanaged-v1.4.0"]},"facets":{"repo":"microsoft/durabletask-python"},"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/durabletask-python/releases/tag/azuremanaged-v1.4.0","final_url":"https://github.com/microsoft/durabletask-python/releases/tag/azuremanaged-v1.4.0","title":"microsoft/durabletask-python azuremanaged-v1.4.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-18T07:03:39.173734+00:00","bytes":2981,"raw_path":"fd923eeb91c8062cffadf9bf6d6a6fe57e84dc10aa1c8e27eca3e84328e41d63.json","content_hash":"7f9e5d4e0ca7981b85881a287286f03b5b7868e07d3bb1f352a3e79c99a339c5","excerpt_chars":1200,"truncated":false,"excerpt":"azuremanaged-v1.4.0 Repository: microsoft/durabletask-python Tag: azuremanaged-v1.4.0 Published: 2026-04-08T19:23:45Z Prerelease: no Release notes: What's Changed - Updates base dependency to durabletask v1.4.0. - Added AsyncDurableTaskSchedulerClient for async/await usage with grpc.aio. - Added async DTS authentication interceptor support. - Added payload_store support on client and worker APIs for large payload externalization. - Added optional azure-blob-payloads dependency for blob-backed payload offloading. - Improved worker timer handling. External Links PyPI: https://pypi.org/project/durabletask.azuremanaged/1.4.0/ Full Changelog: https://github.com/microsoft/durabletask-python/compare/azuremanaged-v1.3.0...azuremanaged-v1.4.0"},"evidence_pages":[],"related_signals":[{"id":"7edfdc1b-a871-4f13-bf42-757866d037e7","url":"https://onlylabs.fyi/signals/7edfdc1b-a871-4f13-bf42-757866d037e7","source_url":"https://github.com/microsoft/azure-linux-image-tools/releases/tag/v1.5.0","title":"microsoft/azure-linux-image-tools v1.5.0","context":"microsoft/azure-linux-image-tools","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T23:29:28+00:00","first_seen_at":"2026-06-26T23:50:36.547368+00:00","date_source":"source"},{"id":"fa8f6ee5-0f3e-49dd-83b0-0217648c771e","url":"https://onlylabs.fyi/signals/fa8f6ee5-0f3e-49dd-83b0-0217648c771e","source_url":"https://github.com/microsoft/agent-host-protocol/releases/tag/v0.5.0","title":"microsoft/agent-host-protocol v0.5.0","context":"microsoft/agent-host-protocol","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T23:23:49+00:00","first_seen_at":"2026-06-26T23:50:36.547368+00:00","date_source":"source"},{"id":"9cdbc2e5-de33-4579-ba60-21735ca54836","url":"https://onlylabs.fyi/signals/9cdbc2e5-de33-4579-ba60-21735ca54836","source_url":"https://github.com/microsoft/agent-host-protocol/releases/tag/clients/go/v0.5.0","title":"microsoft/agent-host-protocol clients/go/v0.5.0","context":"microsoft/agent-host-protocol","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T23:23:24+00:00","first_seen_at":"2026-06-26T23:50:36.547368+00:00","date_source":"source"},{"id":"7e86312d-15ee-4778-8358-6e39e38e3a14","url":"https://onlylabs.fyi/signals/7e86312d-15ee-4778-8358-6e39e38e3a14","source_url":"https://github.com/microsoft/agent-host-protocol/releases/tag/spec/v0.5.0","title":"microsoft/agent-host-protocol spec/v0.5.0","context":"microsoft/agent-host-protocol","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T23:22:30+00:00","first_seen_at":"2026-06-26T23:50:36.547368+00:00","date_source":"source"},{"id":"c211d32e-594f-4498-aa88-35f06c397f59","url":"https://onlylabs.fyi/signals/c211d32e-594f-4498-aa88-35f06c397f59","source_url":"https://github.com/microsoft/project-osmos/releases/tag/v0.4.4","title":"microsoft/project-osmos v0.4.4","context":"microsoft/project-osmos","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T22:48:30+00:00","first_seen_at":"2026-06-26T23:50:36.665541+00:00","date_source":"source"},{"id":"a899db64-6fbb-40d1-b69e-d9ae58843c51","url":"https://onlylabs.fyi/signals/a899db64-6fbb-40d1-b69e-d9ae58843c51","source_url":"https://github.com/microsoft/vcpkg/releases/tag/2026.06.24","title":"microsoft/vcpkg 2026.06.24","context":"microsoft/vcpkg","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T22:24:29+00:00","first_seen_at":"2026-06-26T23:50:36.665541+00:00","date_source":"source"}]}