{"schema_version":"onlylabs.public_signal.v1","title":"DigitalOcean (GradientAI) Release: digitalocean/droplet_kit v3.21.0","description":"DigitalOcean (GradientAI) release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/b40cfa3d-a0ba-45b2-8dec-f21d43281f20","json_url":"https://onlylabs.fyi/signals/b40cfa3d-a0ba-45b2-8dec-f21d43281f20/signal.json","generated_at":"2026-06-11T03:38:03.574623+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/b40cfa3d-a0ba-45b2-8dec-f21d43281f20","signal_json":"https://onlylabs.fyi/signals/b40cfa3d-a0ba-45b2-8dec-f21d43281f20/signal.json","source":"https://github.com/digitalocean/droplet_kit/releases/tag/v3.21.0","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/droplet_kit v3.21.0 (digitalocean/droplet_kit). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v3.21.0 Repository: digitalocean/droplet_kit Tag: v3.21.0 Published: 2024-05-17T14:34:43Z Prerelease: no Release notes: - #318 - @brunograsselli - Introduce VPC Peering.... 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/droplet_kit/releases/tag/v3.21.0","source_host":"github.com","occurred_at":"2024-05-17T14:34:43+00:00","first_seen_at":"2026-06-06T01:50:00.327763+00:00","date_source":"source","context":"digitalocean/droplet_kit"},"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/droplet_kit","source":"source"},{"label":"Release","value":"v3.21.0","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/droplet_kit/releases/tag/v3.21.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:38:03.574623+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/b40cfa3d-a0ba-45b2-8dec-f21d43281f20/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/b40cfa3d-a0ba-45b2-8dec-f21d43281f20/signal.json","required":true},{"label":"source","url":"https://github.com/digitalocean/droplet_kit/releases/tag/v3.21.0","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/droplet_kit v3.21.0\" for neocloud strategy."},"semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"released","object":"digitalocean/droplet_kit v3.21.0","text":"DigitalOcean (GradientAI) released digitalocean/droplet_kit v3.21.0."},{"subject":"digitalocean/droplet_kit v3.21.0","predicate":"is classified as","object":"release signal","text":"digitalocean/droplet_kit v3.21.0 is classified as release signal."},{"subject":"digitalocean/droplet_kit v3.21.0","predicate":"belongs to","object":"releases desk","text":"digitalocean/droplet_kit v3.21.0 belongs to releases desk."},{"subject":"digitalocean/droplet_kit v3.21.0","predicate":"has context","object":"digitalocean/droplet_kit","text":"digitalocean/droplet_kit v3.21.0 has context digitalocean/droplet_kit."},{"subject":"digitalocean/droplet_kit v3.21.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/droplet_kit v3.21.0 has evidence coverage 1 captured evidence page."},{"subject":"digitalocean/droplet_kit v3.21.0","predicate":"has captured page count","object":"1","text":"digitalocean/droplet_kit v3.21.0 has captured page count 1."},{"subject":"digitalocean/droplet_kit v3.21.0","predicate":"has readable page count","object":"1","text":"digitalocean/droplet_kit v3.21.0 has readable page count 1."},{"subject":"digitalocean/droplet_kit v3.21.0","predicate":"has related signal count","object":"6","text":"digitalocean/droplet_kit v3.21.0 has related signal count 6."},{"subject":"digitalocean/droplet_kit v3.21.0","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/droplet_kit v3.21.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"digitalocean/droplet_kit v3.21.0","predicate":"has source host","object":"github.com","text":"digitalocean/droplet_kit v3.21.0 has source host github.com."},{"subject":"digitalocean/droplet_kit v3.21.0","predicate":"has lab","object":"DigitalOcean (GradientAI)","text":"digitalocean/droplet_kit v3.21.0 has lab DigitalOcean (GradientAI)."},{"subject":"digitalocean/droplet_kit v3.21.0","predicate":"has signal desk","object":"releases","text":"digitalocean/droplet_kit v3.21.0 has signal desk releases."},{"subject":"digitalocean/droplet_kit v3.21.0","predicate":"has source host","object":"github.com","text":"digitalocean/droplet_kit v3.21.0 has source host github.com."},{"subject":"digitalocean/droplet_kit v3.21.0","predicate":"has repository","object":"digitalocean/droplet_kit","text":"digitalocean/droplet_kit v3.21.0 has repository digitalocean/droplet_kit."},{"subject":"digitalocean/droplet_kit v3.21.0","predicate":"has release","object":"v3.21.0","text":"digitalocean/droplet_kit v3.21.0 has release v3.21.0."}]},"intelligence":{"signal_desk":"releases","answer":"DigitalOcean (GradientAI) published digitalocean/droplet_kit v3.21.0 (digitalocean/droplet_kit). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v3.21.0 Repository: digitalocean/droplet_kit Tag: v3.21.0 Published: 2024-05-17T14:34:43Z Prerelease: no Release notes: - #318 - @brunograsselli - Introduce VPC Peering.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"released","object":"digitalocean/droplet_kit v3.21.0","text":"DigitalOcean (GradientAI) released digitalocean/droplet_kit v3.21.0."},{"subject":"digitalocean/droplet_kit v3.21.0","predicate":"is classified as","object":"release signal","text":"digitalocean/droplet_kit v3.21.0 is classified as release signal."},{"subject":"digitalocean/droplet_kit v3.21.0","predicate":"belongs to","object":"releases desk","text":"digitalocean/droplet_kit v3.21.0 belongs to releases desk."},{"subject":"digitalocean/droplet_kit v3.21.0","predicate":"has context","object":"digitalocean/droplet_kit","text":"digitalocean/droplet_kit v3.21.0 has context digitalocean/droplet_kit."},{"subject":"digitalocean/droplet_kit v3.21.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/droplet_kit v3.21.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"b40cfa3d-a0ba-45b2-8dec-f21d43281f20","url":"https://onlylabs.fyi/signals/b40cfa3d-a0ba-45b2-8dec-f21d43281f20","json_url":"https://onlylabs.fyi/signals/b40cfa3d-a0ba-45b2-8dec-f21d43281f20/signal.json","source_url":"https://github.com/digitalocean/droplet_kit/releases/tag/v3.21.0","title":"digitalocean/droplet_kit v3.21.0","summary":"DigitalOcean (GradientAI) published release notes. onlylabs watches releases for what actually shipped.","context":"digitalocean/droplet_kit","kind":{"key":"release","label":"Release"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2024-05-17T14:34:43+00:00","first_seen_at":"2026-06-06T01:50:00.327763+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/droplet_kit/releases/tag/v3.21.0"]},"facets":{"repo":"digitalocean/droplet_kit"},"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":{"url":"https://github.com/digitalocean/droplet_kit/releases/tag/v3.21.0","final_url":"https://github.com/digitalocean/droplet_kit/releases/tag/v3.21.0","title":"digitalocean/droplet_kit v3.21.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:38:03.574623+00:00","bytes":2757,"raw_path":"e7d19ce5a97035fbb824ed9df58f30e27ca0e1d3f831074d269877bfee8ca3fa.json","content_hash":"dbfd1aab544130cee5fc6bd40f1e93f8a3b9a52941539425b592ce7ce08e871f","excerpt_chars":1200,"truncated":false,"excerpt":"v3.21.0 Repository: digitalocean/droplet_kit Tag: v3.21.0 Published: 2024-05-17T14:34:43Z Prerelease: no Release notes: - #318 - @brunograsselli - Introduce VPC Peering resource - #317 - @VitaliySerov - Add `ruby-3.3` to ci --- Note: This release contains functionality for our VPC Peering product that is in beta. If you are not a member of the beta group for this feature, you will not be able to use it until it reaches general availability. Please watch the official [DigitalOcean changelog](https://developers.digitalocean.com/documentation/changelog/) to see when this feature reaches general availability."},"evidence_pages":[{"url":"https://github.com/digitalocean/droplet_kit/releases/tag/v3.21.0","final_url":"https://github.com/digitalocean/droplet_kit/releases/tag/v3.21.0","title":"digitalocean/droplet_kit v3.21.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:38:03.574623+00:00","bytes":2757,"raw_path":"e7d19ce5a97035fbb824ed9df58f30e27ca0e1d3f831074d269877bfee8ca3fa.json","content_hash":"dbfd1aab544130cee5fc6bd40f1e93f8a3b9a52941539425b592ce7ce08e871f","excerpt_chars":1200,"truncated":false,"excerpt":"v3.21.0 Repository: digitalocean/droplet_kit Tag: v3.21.0 Published: 2024-05-17T14:34:43Z Prerelease: no Release notes: - #318 - @brunograsselli - Introduce VPC Peering resource - #317 - @VitaliySerov - Add `ruby-3.3` to ci --- Note: This release contains functionality for our VPC Peering product that is in beta. If you are not a member of the beta group for this feature, you will not be able to use it until it reaches general availability. Please watch the official [DigitalOcean changelog](https://developers.digitalocean.com/documentation/changelog/) to see when this feature reaches general availability."}],"related_signals":[{"id":"46867883-fdd2-4c30-a51f-cc84b3a7a2f2","url":"https://onlylabs.fyi/signals/46867883-fdd2-4c30-a51f-cc84b3a7a2f2","source_url":"https://github.com/digitalocean/doctl/releases/tag/v1.161.0-beta.1","title":"digitalocean/doctl v1.161.0-beta.1","context":"digitalocean/doctl","kind":{"key":"release","label":"Release"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-06-11T05:59:32+00:00","first_seen_at":"2026-06-11T07:01:38.370034+00:00","date_source":"source"},{"id":"6f5d1141-196e-4beb-9f7d-64cba85032f1","url":"https://onlylabs.fyi/signals/6f5d1141-196e-4beb-9f7d-64cba85032f1","source_url":"https://github.com/digitalocean/godo/releases/tag/v1.195.0-beta.1","title":"digitalocean/godo v1.195.0-beta.1","context":"digitalocean/godo","kind":{"key":"release","label":"Release"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-06-11T05:04:44+00:00","first_seen_at":"2026-06-11T07:01:38.370034+00:00","date_source":"source"},{"id":"df1a44d5-c704-404b-a090-19410b9d1575","url":"https://onlylabs.fyi/signals/df1a44d5-c704-404b-a090-19410b9d1575","source_url":"https://github.com/digitalocean/droplet-agent/releases/tag/1.3.4","title":"digitalocean/droplet-agent 1.3.4","context":"digitalocean/droplet-agent","kind":{"key":"release","label":"Release"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-06-09T16:49:40+00:00","first_seen_at":"2026-06-10T07:01:43.80684+00:00","date_source":"source"},{"id":"e5d4aab5-2528-4cf3-a5f4-431ef7a7fcf1","url":"https://onlylabs.fyi/signals/e5d4aab5-2528-4cf3-a5f4-431ef7a7fcf1","source_url":"https://github.com/digitalocean/terraform-provider-digitalocean/releases/tag/v2.89.0","title":"digitalocean/terraform-provider-digitalocean v2.89.0","context":"digitalocean/terraform-provider-digitalocean","kind":{"key":"release","label":"Release"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-06-09T13:10:57+00:00","first_seen_at":"2026-06-10T07:01:43.80684+00:00","date_source":"source"},{"id":"68619dfd-fed1-4dfa-8245-31993ddd449d","url":"https://onlylabs.fyi/signals/68619dfd-fed1-4dfa-8245-31993ddd449d","source_url":"https://github.com/digitalocean/pydo/releases/tag/v0.36.0","title":"digitalocean/pydo v0.36.0","context":"digitalocean/pydo","kind":{"key":"release","label":"Release"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-06-09T11:49:17+00:00","first_seen_at":"2026-06-10T07:01:43.80684+00:00","date_source":"source"},{"id":"88f0707f-c4f4-415f-b23d-38149702bd09","url":"https://onlylabs.fyi/signals/88f0707f-c4f4-415f-b23d-38149702bd09","source_url":"https://github.com/digitalocean/terraform-provider-digitalocean/releases/tag/v2.88.0","title":"digitalocean/terraform-provider-digitalocean v2.88.0","context":"digitalocean/terraform-provider-digitalocean","kind":{"key":"release","label":"Release"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-06-09T11:44:04+00:00","first_seen_at":"2026-06-10T07:01:43.80684+00:00","date_source":"source"}]}