{"schema_version":"onlylabs.public_signal.v1","title":"DigitalOcean (GradientAI) Release: digitalocean/netbox-ip-controller v0.4.3","description":"DigitalOcean (GradientAI) release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/fc712ef9-7155-4bd2-afe4-3cf3bfd0ed26","json_url":"https://onlylabs.fyi/signals/fc712ef9-7155-4bd2-afe4-3cf3bfd0ed26/signal.json","generated_at":"2026-06-11T03:37:58.847739+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/fc712ef9-7155-4bd2-afe4-3cf3bfd0ed26","signal_json":"https://onlylabs.fyi/signals/fc712ef9-7155-4bd2-afe4-3cf3bfd0ed26/signal.json","source":"https://github.com/digitalocean/netbox-ip-controller/releases/tag/v0.4.3","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/netbox-ip-controller v0.4.3 (digitalocean/netbox-ip-controller). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine patch release of a Netbox addon · v0.4.3 Repository: digitalocean/netbox-ip-controller Tag: v0.4.3 Published: 2026-04-23T11:45:06Z Prerelease: no Release notes: What's Changed * Updated Go from 1.22 to.... 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/netbox-ip-controller/releases/tag/v0.4.3","source_host":"github.com","occurred_at":"2026-04-23T11:45:06+00:00","first_seen_at":"2026-06-06T01:50:00.327763+00:00","date_source":"source","context":"digitalocean/netbox-ip-controller"},"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/netbox-ip-controller","source":"source"},{"label":"Release","value":"v0.4.3","source":"source"},{"label":"Notability","value":"Routine patch release of a Netbox addon","source":"signal"},{"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/netbox-ip-controller/releases/tag/v0.4.3"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:37:58.847739+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/fc712ef9-7155-4bd2-afe4-3cf3bfd0ed26/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/fc712ef9-7155-4bd2-afe4-3cf3bfd0ed26/signal.json","required":true},{"label":"source","url":"https://github.com/digitalocean/netbox-ip-controller/releases/tag/v0.4.3","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/netbox-ip-controller v0.4.3\" for neocloud strategy."},"semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"released","object":"digitalocean/netbox-ip-controller v0.4.3","text":"DigitalOcean (GradientAI) released digitalocean/netbox-ip-controller v0.4.3."},{"subject":"digitalocean/netbox-ip-controller v0.4.3","predicate":"is classified as","object":"release signal","text":"digitalocean/netbox-ip-controller v0.4.3 is classified as release signal."},{"subject":"digitalocean/netbox-ip-controller v0.4.3","predicate":"belongs to","object":"releases desk","text":"digitalocean/netbox-ip-controller v0.4.3 belongs to releases desk."},{"subject":"digitalocean/netbox-ip-controller v0.4.3","predicate":"has context","object":"digitalocean/netbox-ip-controller","text":"digitalocean/netbox-ip-controller v0.4.3 has context digitalocean/netbox-ip-controller."},{"subject":"digitalocean/netbox-ip-controller v0.4.3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/netbox-ip-controller v0.4.3 has evidence coverage 1 captured evidence page."},{"subject":"digitalocean/netbox-ip-controller v0.4.3","predicate":"has captured page count","object":"1","text":"digitalocean/netbox-ip-controller v0.4.3 has captured page count 1."},{"subject":"digitalocean/netbox-ip-controller v0.4.3","predicate":"has readable page count","object":"1","text":"digitalocean/netbox-ip-controller v0.4.3 has readable page count 1."},{"subject":"digitalocean/netbox-ip-controller v0.4.3","predicate":"has related signal count","object":"6","text":"digitalocean/netbox-ip-controller v0.4.3 has related signal count 6."},{"subject":"digitalocean/netbox-ip-controller v0.4.3","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/netbox-ip-controller v0.4.3 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"digitalocean/netbox-ip-controller v0.4.3","predicate":"has source host","object":"github.com","text":"digitalocean/netbox-ip-controller v0.4.3 has source host github.com."},{"subject":"digitalocean/netbox-ip-controller v0.4.3","predicate":"has lab","object":"DigitalOcean (GradientAI)","text":"digitalocean/netbox-ip-controller v0.4.3 has lab DigitalOcean (GradientAI)."},{"subject":"digitalocean/netbox-ip-controller v0.4.3","predicate":"has signal desk","object":"releases","text":"digitalocean/netbox-ip-controller v0.4.3 has signal desk releases."},{"subject":"digitalocean/netbox-ip-controller v0.4.3","predicate":"has source host","object":"github.com","text":"digitalocean/netbox-ip-controller v0.4.3 has source host github.com."},{"subject":"digitalocean/netbox-ip-controller v0.4.3","predicate":"has repository","object":"digitalocean/netbox-ip-controller","text":"digitalocean/netbox-ip-controller v0.4.3 has repository digitalocean/netbox-ip-controller."},{"subject":"digitalocean/netbox-ip-controller v0.4.3","predicate":"has release","object":"v0.4.3","text":"digitalocean/netbox-ip-controller v0.4.3 has release v0.4.3."},{"subject":"digitalocean/netbox-ip-controller v0.4.3","predicate":"has notability","object":"Routine patch release of a Netbox addon","text":"digitalocean/netbox-ip-controller v0.4.3 has notability Routine patch release of a Netbox addon."},{"subject":"digitalocean/netbox-ip-controller v0.4.3","predicate":"has watch term","object":"Agents and tool use","text":"digitalocean/netbox-ip-controller v0.4.3 has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"releases","answer":"DigitalOcean (GradientAI) published digitalocean/netbox-ip-controller v0.4.3 (digitalocean/netbox-ip-controller). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine patch release of a Netbox addon · v0.4.3 Repository: digitalocean/netbox-ip-controller Tag: v0.4.3 Published: 2026-04-23T11:45:06Z Prerelease: no Release notes: What's Changed * Updated Go from 1.22 to.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"released","object":"digitalocean/netbox-ip-controller v0.4.3","text":"DigitalOcean (GradientAI) released digitalocean/netbox-ip-controller v0.4.3."},{"subject":"digitalocean/netbox-ip-controller v0.4.3","predicate":"is classified as","object":"release signal","text":"digitalocean/netbox-ip-controller v0.4.3 is classified as release signal."},{"subject":"digitalocean/netbox-ip-controller v0.4.3","predicate":"belongs to","object":"releases desk","text":"digitalocean/netbox-ip-controller v0.4.3 belongs to releases desk."},{"subject":"digitalocean/netbox-ip-controller v0.4.3","predicate":"has context","object":"digitalocean/netbox-ip-controller","text":"digitalocean/netbox-ip-controller v0.4.3 has context digitalocean/netbox-ip-controller."},{"subject":"digitalocean/netbox-ip-controller v0.4.3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/netbox-ip-controller v0.4.3 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"fc712ef9-7155-4bd2-afe4-3cf3bfd0ed26","url":"https://onlylabs.fyi/signals/fc712ef9-7155-4bd2-afe4-3cf3bfd0ed26","json_url":"https://onlylabs.fyi/signals/fc712ef9-7155-4bd2-afe4-3cf3bfd0ed26/signal.json","source_url":"https://github.com/digitalocean/netbox-ip-controller/releases/tag/v0.4.3","title":"digitalocean/netbox-ip-controller v0.4.3","summary":"DigitalOcean (GradientAI) published release notes. onlylabs watches releases for what actually shipped.","context":"digitalocean/netbox-ip-controller","kind":{"key":"release","label":"Release"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-04-23T11:45:06+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/netbox-ip-controller/releases/tag/v0.4.3"]},"facets":{"repo":"digitalocean/netbox-ip-controller"},"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/netbox-ip-controller/releases/tag/v0.4.3","final_url":"https://github.com/digitalocean/netbox-ip-controller/releases/tag/v0.4.3","title":"digitalocean/netbox-ip-controller 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