{"schema_version":"onlylabs.public_signal.v1","title":"DigitalOcean (GradientAI) Release: digitalocean/doctl v2.0.0-beta.3","description":"DigitalOcean (GradientAI) release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/288807b9-e110-4a45-b2e6-d2fc04dd1c32","json_url":"https://onlylabs.fyi/signals/288807b9-e110-4a45-b2e6-d2fc04dd1c32/signal.json","generated_at":"2026-10-24T20:16:27.498Z","evidence_latest_fetched_at":"2026-10-24T07:04:10.894256+00:00","signal_first_seen_at":"2026-10-24T07:00:36.237637+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/288807b9-e110-4a45-b2e6-d2fc04dd1c32","signal_json":"https://onlylabs.fyi/signals/288807b9-e110-4a45-b2e6-d2fc04dd1c32/signal.json","source":"https://github.com/digitalocean/doctl/releases/tag/v2.0.0-beta.3","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/doctl v2.0.0-beta.3 (digitalocean/doctl). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v2.0.0-beta.3 Repository: digitalocean/doctl Tag: v2.0.0-beta.3 Published: 2026-10-23T19:08:53Z Prerelease: yes Release notes: 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/doctl/releases/tag/v2.0.0-beta.3","source_host":"github.com","occurred_at":"2026-10-23T19:08:53+00:00","first_seen_at":"2026-10-24T07:00:36.237637+00:00","date_source":"source","context":"digitalocean/doctl"},"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/doctl","source":"source"},{"label":"Release","value":"v2.0.0-beta.3","source":"source"},{"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/digitalocean/doctl/releases/tag/v2.0.0-beta.3"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-10-24T07:04:10.894256+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/288807b9-e110-4a45-b2e6-d2fc04dd1c32/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/288807b9-e110-4a45-b2e6-d2fc04dd1c32/signal.json","required":true},{"label":"source","url":"https://github.com/digitalocean/doctl/releases/tag/v2.0.0-beta.3","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/doctl v2.0.0-beta.3\" for neocloud strategy."},"semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"released","object":"digitalocean/doctl v2.0.0-beta.3","text":"DigitalOcean (GradientAI) released digitalocean/doctl v2.0.0-beta.3."},{"subject":"digitalocean/doctl v2.0.0-beta.3","predicate":"is classified as","object":"release signal","text":"digitalocean/doctl v2.0.0-beta.3 is classified as release signal."},{"subject":"digitalocean/doctl v2.0.0-beta.3","predicate":"belongs to","object":"releases desk","text":"digitalocean/doctl v2.0.0-beta.3 belongs to releases desk."},{"subject":"digitalocean/doctl v2.0.0-beta.3","predicate":"has context","object":"digitalocean/doctl","text":"digitalocean/doctl v2.0.0-beta.3 has context digitalocean/doctl."},{"subject":"digitalocean/doctl v2.0.0-beta.3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/doctl v2.0.0-beta.3 has evidence coverage 1 captured evidence page."},{"subject":"digitalocean/doctl v2.0.0-beta.3","predicate":"has captured page count","object":"1","text":"digitalocean/doctl v2.0.0-beta.3 has captured page count 1."},{"subject":"digitalocean/doctl v2.0.0-beta.3","predicate":"has readable page count","object":"1","text":"digitalocean/doctl v2.0.0-beta.3 has readable page count 1."},{"subject":"digitalocean/doctl v2.0.0-beta.3","predicate":"has related signal count","object":"6","text":"digitalocean/doctl v2.0.0-beta.3 has related signal count 6."},{"subject":"digitalocean/doctl v2.0.0-beta.3","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/doctl v2.0.0-beta.3 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"digitalocean/doctl v2.0.0-beta.3","predicate":"has source host","object":"github.com","text":"digitalocean/doctl v2.0.0-beta.3 has source host github.com."},{"subject":"digitalocean/doctl v2.0.0-beta.3","predicate":"has lab","object":"DigitalOcean (GradientAI)","text":"digitalocean/doctl v2.0.0-beta.3 has lab DigitalOcean (GradientAI)."},{"subject":"digitalocean/doctl v2.0.0-beta.3","predicate":"has signal desk","object":"releases","text":"digitalocean/doctl v2.0.0-beta.3 has signal desk releases."},{"subject":"digitalocean/doctl v2.0.0-beta.3","predicate":"has source host","object":"github.com","text":"digitalocean/doctl v2.0.0-beta.3 has source host github.com."},{"subject":"digitalocean/doctl v2.0.0-beta.3","predicate":"has repository","object":"digitalocean/doctl","text":"digitalocean/doctl v2.0.0-beta.3 has repository digitalocean/doctl."},{"subject":"digitalocean/doctl v2.0.0-beta.3","predicate":"has release","object":"v2.0.0-beta.3","text":"digitalocean/doctl v2.0.0-beta.3 has release v2.0.0-beta.3."},{"subject":"digitalocean/doctl v2.0.0-beta.3","predicate":"has watch term","object":"Infrastructure","text":"digitalocean/doctl v2.0.0-beta.3 has watch term Infrastructure."},{"subject":"digitalocean/doctl v2.0.0-beta.3","predicate":"has watch term","object":"Agents and tool use","text":"digitalocean/doctl v2.0.0-beta.3 has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"releases","answer":"DigitalOcean (GradientAI) published digitalocean/doctl v2.0.0-beta.3 (digitalocean/doctl). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v2.0.0-beta.3 Repository: digitalocean/doctl Tag: v2.0.0-beta.3 Published: 2026-10-23T19:08:53Z Prerelease: yes Release notes: Changelog *.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"released","object":"digitalocean/doctl v2.0.0-beta.3","text":"DigitalOcean (GradientAI) released digitalocean/doctl v2.0.0-beta.3."},{"subject":"digitalocean/doctl v2.0.0-beta.3","predicate":"is classified as","object":"release signal","text":"digitalocean/doctl v2.0.0-beta.3 is classified as release signal."},{"subject":"digitalocean/doctl v2.0.0-beta.3","predicate":"belongs to","object":"releases desk","text":"digitalocean/doctl v2.0.0-beta.3 belongs to releases desk."},{"subject":"digitalocean/doctl v2.0.0-beta.3","predicate":"has context","object":"digitalocean/doctl","text":"digitalocean/doctl v2.0.0-beta.3 has context digitalocean/doctl."},{"subject":"digitalocean/doctl v2.0.0-beta.3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/doctl v2.0.0-beta.3 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"288807b9-e110-4a45-b2e6-d2fc04dd1c32","url":"https://onlylabs.fyi/signals/288807b9-e110-4a45-b2e6-d2fc04dd1c32","json_url":"https://onlylabs.fyi/signals/288807b9-e110-4a45-b2e6-d2fc04dd1c32/signal.json","source_url":"https://github.com/digitalocean/doctl/releases/tag/v2.0.0-beta.3","title":"digitalocean/doctl v2.0.0-beta.3","summary":"DigitalOcean (GradientAI) published release notes. onlylabs watches releases for what actually shipped.","context":"digitalocean/doctl","kind":{"key":"release","label":"Release"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-10-23T19:08:53+00:00","first_seen_at":"2026-10-24T07:00:36.237637+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/digitalocean/doctl/releases/tag/v2.0.0-beta.3"]},"facets":{"repo":"digitalocean/doctl"},"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/digitalocean/doctl/releases/tag/v2.0.0-beta.3","final_url":"https://github.com/digitalocean/doctl/releases/tag/v2.0.0-beta.3","title":"digitalocean/doctl 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ID from signals-api (#2069) * 813301f4e3e096f4f4174e33a7fe85c0a7f2a6da Add Insights CLI commands (#2067) * d0db360ce89e14fb1026603837ead1491c910e2c microvm: ingress URL add/remove/list + create opt-out (MDROP-596) (#2060) * 07bd33cda901dfb2e248ea86a3daa814550d26d9 Update godo to v1.229.0 (#2062) * ad0d6d61146c09bae35237319caafe5ac8f2c1ab MARSOHS-2171: stream MARS Exec output over SSE (#2042) * d74d4758d88c94f0abdb7565ffd9563dff2618df agents: give --harness openhands a DigitalOcean Inference key and a DO model by default (#2058) *..."},"evidence_pages":[],"related_signals":[{"id":"68b8a76f-741a-4d61-ab9c-da1bbbd18d49","url":"https://onlylabs.fyi/signals/68b8a76f-741a-4d61-ab9c-da1bbbd18d49","source_url":"https://github.com/digitalocean/godo/releases/tag/v1.232.0-beta.1","title":"digitalocean/godo v1.232.0-beta.1","context":"digitalocean/godo","kind":{"key":"release","label":"Release"},"org":{"slug":"digitalocean","name":"DigitalOcean 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