{"schema_version":"onlylabs.public_signal.v1","title":"DigitalOcean (GradientAI) Release: digitalocean/do-operator v0.1.16","description":"DigitalOcean (GradientAI) release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/4031e212-3fcf-4387-a2ca-3bac94895c69","json_url":"https://onlylabs.fyi/signals/4031e212-3fcf-4387-a2ca-3bac94895c69/signal.json","generated_at":"2026-06-11T03:37:57.914109+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/4031e212-3fcf-4387-a2ca-3bac94895c69","signal_json":"https://onlylabs.fyi/signals/4031e212-3fcf-4387-a2ca-3bac94895c69/signal.json","source":"https://github.com/digitalocean/do-operator/releases/tag/v0.1.16","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/do-operator v0.1.16 (digitalocean/do-operator). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine patch release of an operator · v0.1.16 Repository: digitalocean/do-operator Tag: v0.1.16 Published: 2026-05-07T12:00:42Z Prerelease: no Release notes: What's Changed * CON-13744, CON-13761 - Update.... 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/do-operator/releases/tag/v0.1.16","source_host":"github.com","occurred_at":"2026-05-07T12:00:42+00:00","first_seen_at":"2026-06-06T01:50:00.327763+00:00","date_source":"source","context":"digitalocean/do-operator"},"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/do-operator","source":"source"},{"label":"Release","value":"v0.1.16","source":"source"},{"label":"Notability","value":"Routine patch release of an operator","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/do-operator/releases/tag/v0.1.16"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:37:57.914109+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/4031e212-3fcf-4387-a2ca-3bac94895c69/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/4031e212-3fcf-4387-a2ca-3bac94895c69/signal.json","required":true},{"label":"source","url":"https://github.com/digitalocean/do-operator/releases/tag/v0.1.16","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/do-operator v0.1.16\" for neocloud strategy."},"semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"released","object":"digitalocean/do-operator v0.1.16","text":"DigitalOcean (GradientAI) released digitalocean/do-operator v0.1.16."},{"subject":"digitalocean/do-operator v0.1.16","predicate":"is classified as","object":"release signal","text":"digitalocean/do-operator v0.1.16 is classified as release signal."},{"subject":"digitalocean/do-operator v0.1.16","predicate":"belongs to","object":"releases desk","text":"digitalocean/do-operator v0.1.16 belongs to releases desk."},{"subject":"digitalocean/do-operator v0.1.16","predicate":"has context","object":"digitalocean/do-operator","text":"digitalocean/do-operator v0.1.16 has context digitalocean/do-operator."},{"subject":"digitalocean/do-operator v0.1.16","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/do-operator v0.1.16 has evidence coverage 1 captured evidence page."},{"subject":"digitalocean/do-operator v0.1.16","predicate":"has captured page count","object":"1","text":"digitalocean/do-operator v0.1.16 has captured page count 1."},{"subject":"digitalocean/do-operator v0.1.16","predicate":"has readable page count","object":"1","text":"digitalocean/do-operator v0.1.16 has readable page count 1."},{"subject":"digitalocean/do-operator v0.1.16","predicate":"has related signal count","object":"6","text":"digitalocean/do-operator v0.1.16 has related signal count 6."},{"subject":"digitalocean/do-operator v0.1.16","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/do-operator v0.1.16 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"digitalocean/do-operator v0.1.16","predicate":"has source host","object":"github.com","text":"digitalocean/do-operator v0.1.16 has source host github.com."},{"subject":"digitalocean/do-operator v0.1.16","predicate":"has lab","object":"DigitalOcean (GradientAI)","text":"digitalocean/do-operator v0.1.16 has lab DigitalOcean (GradientAI)."},{"subject":"digitalocean/do-operator v0.1.16","predicate":"has signal desk","object":"releases","text":"digitalocean/do-operator v0.1.16 has signal desk releases."},{"subject":"digitalocean/do-operator v0.1.16","predicate":"has source host","object":"github.com","text":"digitalocean/do-operator v0.1.16 has source host github.com."},{"subject":"digitalocean/do-operator v0.1.16","predicate":"has repository","object":"digitalocean/do-operator","text":"digitalocean/do-operator v0.1.16 has repository digitalocean/do-operator."},{"subject":"digitalocean/do-operator v0.1.16","predicate":"has release","object":"v0.1.16","text":"digitalocean/do-operator v0.1.16 has release v0.1.16."},{"subject":"digitalocean/do-operator v0.1.16","predicate":"has notability","object":"Routine patch release of an operator","text":"digitalocean/do-operator v0.1.16 has notability Routine patch release of an operator."}]},"intelligence":{"signal_desk":"releases","answer":"DigitalOcean (GradientAI) published digitalocean/do-operator v0.1.16 (digitalocean/do-operator). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine patch release of an operator · v0.1.16 Repository: digitalocean/do-operator Tag: v0.1.16 Published: 2026-05-07T12:00:42Z Prerelease: no Release notes: What's Changed * CON-13744, CON-13761 - Update.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"released","object":"digitalocean/do-operator v0.1.16","text":"DigitalOcean (GradientAI) released digitalocean/do-operator v0.1.16."},{"subject":"digitalocean/do-operator v0.1.16","predicate":"is classified as","object":"release signal","text":"digitalocean/do-operator v0.1.16 is classified as release signal."},{"subject":"digitalocean/do-operator v0.1.16","predicate":"belongs to","object":"releases desk","text":"digitalocean/do-operator v0.1.16 belongs to releases desk."},{"subject":"digitalocean/do-operator v0.1.16","predicate":"has context","object":"digitalocean/do-operator","text":"digitalocean/do-operator v0.1.16 has context digitalocean/do-operator."},{"subject":"digitalocean/do-operator v0.1.16","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/do-operator v0.1.16 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"4031e212-3fcf-4387-a2ca-3bac94895c69","url":"https://onlylabs.fyi/signals/4031e212-3fcf-4387-a2ca-3bac94895c69","json_url":"https://onlylabs.fyi/signals/4031e212-3fcf-4387-a2ca-3bac94895c69/signal.json","source_url":"https://github.com/digitalocean/do-operator/releases/tag/v0.1.16","title":"digitalocean/do-operator v0.1.16","summary":"DigitalOcean (GradientAI) published release notes. onlylabs watches releases for what actually shipped.","context":"digitalocean/do-operator","kind":{"key":"release","label":"Release"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-05-07T12:00:42+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/do-operator/releases/tag/v0.1.16"]},"facets":{"repo":"digitalocean/do-operator"},"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/do-operator/releases/tag/v0.1.16","final_url":"https://github.com/digitalocean/do-operator/releases/tag/v0.1.16","title":"digitalocean/do-operator v0.1.16","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:37:57.914109+00:00","bytes":2760,"raw_path":"a4ddcd4c5b5387829560f47fca6f7a9e4f0ec064ec9f54d7ef17b777193988ff.json","content_hash":"aa72047dc060c3f44bf9c7e7df662b6dd8ca8aac4f9ab040a280b3cb32076bd4","excerpt_chars":1200,"truncated":false,"excerpt":"v0.1.16 Repository: digitalocean/do-operator Tag: v0.1.16 Published: 2026-05-07T12:00:42Z Prerelease: no Release notes: What's Changed * CON-13744, CON-13761 - 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Update for k8 1.36Update for k8 1.36 by @skumarc-do in https://github.com/digitalocean/do-operator/pull/135 * CON-13744, CON-13761 - Generated relase manifests for 1.36v by @skumarc-do in https://github.com/digitalocean/do-operator/pull/136 New Contributors * @skumarc-do made their first contribution in https://github.com/digitalocean/do-operator/pull/135 **Full Changelog**: https://github.com/digitalocean/do-operator/compare/v0.1.15...v0.1.16"}],"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"}]}