{"schema_version":"onlylabs.public_signal.v1","title":"DigitalOcean (GradientAI) Release: digitalocean/doctl v1.181.0","description":"DigitalOcean (GradientAI) release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/6ddddb65-19a3-481a-b284-80d5c0c675f0","json_url":"https://onlylabs.fyi/signals/6ddddb65-19a3-481a-b284-80d5c0c675f0/signal.json","generated_at":"2026-10-12T17:40:46.806Z","evidence_latest_fetched_at":"2026-10-10T07:03:47.417747+00:00","signal_first_seen_at":"2026-10-10T07:00:36.481133+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/6ddddb65-19a3-481a-b284-80d5c0c675f0","signal_json":"https://onlylabs.fyi/signals/6ddddb65-19a3-481a-b284-80d5c0c675f0/signal.json","source":"https://github.com/digitalocean/doctl/releases/tag/v1.181.0","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 v1.181.0 (digitalocean/doctl). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v1.181.0 Repository: digitalocean/doctl Tag: v1.181.0 Published: 2026-10-09T18:53:06Z Prerelease: no Release notes: Changelog * 223525731b8da69b50ca071d042305225ac892cc.... 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/v1.181.0","source_host":"github.com","occurred_at":"2026-10-09T18:53:06+00:00","first_seen_at":"2026-10-10T07:00:36.481133+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":"v1.181.0","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/v1.181.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-10-10T07:03:47.417747+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/6ddddb65-19a3-481a-b284-80d5c0c675f0/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/6ddddb65-19a3-481a-b284-80d5c0c675f0/signal.json","required":true},{"label":"source","url":"https://github.com/digitalocean/doctl/releases/tag/v1.181.0","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 v1.181.0\" for neocloud strategy."},"semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"released","object":"digitalocean/doctl v1.181.0","text":"DigitalOcean (GradientAI) released digitalocean/doctl v1.181.0."},{"subject":"digitalocean/doctl v1.181.0","predicate":"is classified as","object":"release signal","text":"digitalocean/doctl v1.181.0 is classified as release signal."},{"subject":"digitalocean/doctl v1.181.0","predicate":"belongs to","object":"releases desk","text":"digitalocean/doctl v1.181.0 belongs to releases desk."},{"subject":"digitalocean/doctl v1.181.0","predicate":"has context","object":"digitalocean/doctl","text":"digitalocean/doctl v1.181.0 has context digitalocean/doctl."},{"subject":"digitalocean/doctl v1.181.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/doctl v1.181.0 has evidence coverage 1 captured evidence page."},{"subject":"digitalocean/doctl v1.181.0","predicate":"has captured page count","object":"1","text":"digitalocean/doctl v1.181.0 has captured page count 1."},{"subject":"digitalocean/doctl v1.181.0","predicate":"has readable page count","object":"1","text":"digitalocean/doctl v1.181.0 has readable page count 1."},{"subject":"digitalocean/doctl v1.181.0","predicate":"has related signal count","object":"6","text":"digitalocean/doctl v1.181.0 has related signal count 6."},{"subject":"digitalocean/doctl v1.181.0","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":"digitalocean/doctl v1.181.0 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 v1.181.0","predicate":"has source host","object":"github.com","text":"digitalocean/doctl v1.181.0 has source host github.com."},{"subject":"digitalocean/doctl v1.181.0","predicate":"has lab","object":"DigitalOcean (GradientAI)","text":"digitalocean/doctl v1.181.0 has lab DigitalOcean (GradientAI)."},{"subject":"digitalocean/doctl v1.181.0","predicate":"has signal desk","object":"releases","text":"digitalocean/doctl v1.181.0 has signal desk releases."},{"subject":"digitalocean/doctl v1.181.0","predicate":"has source host","object":"github.com","text":"digitalocean/doctl v1.181.0 has source host github.com."},{"subject":"digitalocean/doctl v1.181.0","predicate":"has repository","object":"digitalocean/doctl","text":"digitalocean/doctl v1.181.0 has repository digitalocean/doctl."},{"subject":"digitalocean/doctl v1.181.0","predicate":"has release","object":"v1.181.0","text":"digitalocean/doctl v1.181.0 has release v1.181.0."},{"subject":"digitalocean/doctl v1.181.0","predicate":"has watch term","object":"Infrastructure","text":"digitalocean/doctl v1.181.0 has watch term Infrastructure."},{"subject":"digitalocean/doctl v1.181.0","predicate":"has watch term","object":"Agents and tool use","text":"digitalocean/doctl v1.181.0 has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"releases","answer":"DigitalOcean (GradientAI) published digitalocean/doctl v1.181.0 (digitalocean/doctl). 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