{"schema_version":"onlylabs.public_signal.v1","title":"DigitalOcean (GradientAI) Release: digitalocean/gradient-python v3.12.1","description":"DigitalOcean (GradientAI) release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/bbc7d326-72b8-40e3-99f1-63b8c81dfc3f","json_url":"https://onlylabs.fyi/signals/bbc7d326-72b8-40e3-99f1-63b8c81dfc3f/signal.json","generated_at":"2026-06-11T04:03:01.420039+00:00","org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/digitalocean","dossier_json_url":"https://onlylabs.fyi/labs/digitalocean/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/bbc7d326-72b8-40e3-99f1-63b8c81dfc3f","signal_json":"https://onlylabs.fyi/signals/bbc7d326-72b8-40e3-99f1-63b8c81dfc3f/signal.json","source":"https://github.com/digitalocean/gradient-python/releases/tag/v3.12.1","lab_dossier":"https://onlylabs.fyi/labs/digitalocean","lab_dossier_json":"https://onlylabs.fyi/labs/digitalocean/dossier.json","analysis":"https://onlylabs.fyi/analysis/digitalocean","analysis_json":"https://onlylabs.fyi/analysis/digitalocean/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/digitalocean/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"DigitalOcean (GradientAI) published digitalocean/gradient-python v3.12.1 (digitalocean/gradient-python). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine library release, low impact. · v3.12.1 Repository: digitalocean/gradient-python Tag: v3.12.1 Published: 2026-03-25T14:46:34Z Prerelease: no Release notes: 3.12.1 (2026-03-16) Full Changelog:.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/digitalocean/gradient-python/releases/tag/v3.12.1","source_host":"github.com","occurred_at":"2026-03-25T14:46:34+00:00","first_seen_at":"2026-06-05T22:32:20.223218+00:00","date_source":"source","context":"digitalocean/gradient-python"},"context_markers":[{"label":"Lab","value":"DigitalOcean (GradientAI)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"digitalocean/gradient-python","source":"source"},{"label":"Release","value":"v3.12.1","source":"source"},{"label":"Notability","value":"Routine library release, low impact.","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/digitalocean/gradient-python/releases/tag/v3.12.1"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:03:01.420039+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/bbc7d326-72b8-40e3-99f1-63b8c81dfc3f/signal.json","dossier_json":"https://onlylabs.fyi/labs/digitalocean/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/digitalocean/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/digitalocean/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neocloud","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","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","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/bbc7d326-72b8-40e3-99f1-63b8c81dfc3f/signal.json","required":true},{"label":"source","url":"https://github.com/digitalocean/gradient-python/releases/tag/v3.12.1","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/digitalocean/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/digitalocean/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","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 DigitalOcean (GradientAI)'s release signal \"digitalocean/gradient-python v3.12.1\" for neocloud strategy."},"semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"released","object":"digitalocean/gradient-python v3.12.1","text":"DigitalOcean (GradientAI) released digitalocean/gradient-python v3.12.1."},{"subject":"digitalocean/gradient-python v3.12.1","predicate":"is classified as","object":"release signal","text":"digitalocean/gradient-python v3.12.1 is classified as release signal."},{"subject":"digitalocean/gradient-python v3.12.1","predicate":"belongs to","object":"releases desk","text":"digitalocean/gradient-python v3.12.1 belongs to releases desk."},{"subject":"digitalocean/gradient-python v3.12.1","predicate":"has context","object":"digitalocean/gradient-python","text":"digitalocean/gradient-python v3.12.1 has context digitalocean/gradient-python."},{"subject":"digitalocean/gradient-python v3.12.1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/gradient-python v3.12.1 has evidence coverage 1 captured evidence page."},{"subject":"digitalocean/gradient-python v3.12.1","predicate":"has captured page count","object":"1","text":"digitalocean/gradient-python v3.12.1 has captured page count 1."},{"subject":"digitalocean/gradient-python v3.12.1","predicate":"has readable page count","object":"1","text":"digitalocean/gradient-python v3.12.1 has readable page count 1."},{"subject":"digitalocean/gradient-python v3.12.1","predicate":"has related signal count","object":"6","text":"digitalocean/gradient-python v3.12.1 has related signal count 6."},{"subject":"digitalocean/gradient-python v3.12.1","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":"digitalocean/gradient-python v3.12.1 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"digitalocean/gradient-python v3.12.1","predicate":"has source host","object":"github.com","text":"digitalocean/gradient-python v3.12.1 has source host github.com."},{"subject":"digitalocean/gradient-python v3.12.1","predicate":"has lab","object":"DigitalOcean (GradientAI)","text":"digitalocean/gradient-python v3.12.1 has lab DigitalOcean (GradientAI)."},{"subject":"digitalocean/gradient-python v3.12.1","predicate":"has signal desk","object":"releases","text":"digitalocean/gradient-python v3.12.1 has signal desk releases."},{"subject":"digitalocean/gradient-python v3.12.1","predicate":"has source host","object":"github.com","text":"digitalocean/gradient-python v3.12.1 has source host github.com."},{"subject":"digitalocean/gradient-python v3.12.1","predicate":"has repository","object":"digitalocean/gradient-python","text":"digitalocean/gradient-python v3.12.1 has repository digitalocean/gradient-python."},{"subject":"digitalocean/gradient-python v3.12.1","predicate":"has release","object":"v3.12.1","text":"digitalocean/gradient-python v3.12.1 has release v3.12.1."},{"subject":"digitalocean/gradient-python v3.12.1","predicate":"has notability","object":"Routine library release, low impact.","text":"digitalocean/gradient-python v3.12.1 has notability Routine library release, low impact.."}]},"intelligence":{"signal_desk":"releases","answer":"DigitalOcean (GradientAI) published digitalocean/gradient-python v3.12.1 (digitalocean/gradient-python). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine library release, low impact. · v3.12.1 Repository: digitalocean/gradient-python Tag: v3.12.1 Published: 2026-03-25T14:46:34Z Prerelease: no Release notes: 3.12.1 (2026-03-16) Full Changelog:.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"released","object":"digitalocean/gradient-python v3.12.1","text":"DigitalOcean (GradientAI) released digitalocean/gradient-python v3.12.1."},{"subject":"digitalocean/gradient-python v3.12.1","predicate":"is classified as","object":"release signal","text":"digitalocean/gradient-python v3.12.1 is classified as release signal."},{"subject":"digitalocean/gradient-python v3.12.1","predicate":"belongs to","object":"releases desk","text":"digitalocean/gradient-python v3.12.1 belongs to releases desk."},{"subject":"digitalocean/gradient-python v3.12.1","predicate":"has 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