{"schema_version":"onlylabs.public_signal.v1","title":"DigitalOcean (GradientAI) Release: digitalocean/logmatcher v1.0.0","description":"DigitalOcean (GradientAI) release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/4d2f7f6c-2b99-4004-9f71-37115e6ab948","json_url":"https://onlylabs.fyi/signals/4d2f7f6c-2b99-4004-9f71-37115e6ab948/signal.json","generated_at":"2026-06-11T04:03:07.94104+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/4d2f7f6c-2b99-4004-9f71-37115e6ab948","signal_json":"https://onlylabs.fyi/signals/4d2f7f6c-2b99-4004-9f71-37115e6ab948/signal.json","source":"https://github.com/digitalocean/logmatcher/releases/tag/v1.0.0","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/logmatcher v1.0.0 (digitalocean/logmatcher). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v1.0.0 Repository: digitalocean/logmatcher Tag: v1.0.0 Published: 2023-07-19T18:23:45Z Prerelease: no Release notes: Initial release 🎉. 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/logmatcher/releases/tag/v1.0.0","source_host":"github.com","occurred_at":"2023-07-19T18:23:45+00:00","first_seen_at":"2026-06-05T22:32:20.223218+00:00","date_source":"source","context":"digitalocean/logmatcher"},"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/logmatcher","source":"source"},{"label":"Release","value":"v1.0.0","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/logmatcher/releases/tag/v1.0.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:03:07.94104+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/4d2f7f6c-2b99-4004-9f71-37115e6ab948/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/4d2f7f6c-2b99-4004-9f71-37115e6ab948/signal.json","required":true},{"label":"source","url":"https://github.com/digitalocean/logmatcher/releases/tag/v1.0.0","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/logmatcher v1.0.0\" for neocloud strategy."},"semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"released","object":"digitalocean/logmatcher v1.0.0","text":"DigitalOcean (GradientAI) released digitalocean/logmatcher v1.0.0."},{"subject":"digitalocean/logmatcher v1.0.0","predicate":"is classified as","object":"release signal","text":"digitalocean/logmatcher v1.0.0 is classified as release signal."},{"subject":"digitalocean/logmatcher v1.0.0","predicate":"belongs to","object":"releases desk","text":"digitalocean/logmatcher v1.0.0 belongs to releases desk."},{"subject":"digitalocean/logmatcher v1.0.0","predicate":"has context","object":"digitalocean/logmatcher","text":"digitalocean/logmatcher v1.0.0 has context digitalocean/logmatcher."},{"subject":"digitalocean/logmatcher v1.0.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/logmatcher v1.0.0 has evidence coverage 1 captured evidence page."},{"subject":"digitalocean/logmatcher v1.0.0","predicate":"has captured page count","object":"1","text":"digitalocean/logmatcher v1.0.0 has captured page count 1."},{"subject":"digitalocean/logmatcher v1.0.0","predicate":"has readable page count","object":"1","text":"digitalocean/logmatcher v1.0.0 has readable page count 1."},{"subject":"digitalocean/logmatcher v1.0.0","predicate":"has related signal count","object":"6","text":"digitalocean/logmatcher v1.0.0 has related signal count 6."},{"subject":"digitalocean/logmatcher v1.0.0","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/logmatcher v1.0.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"digitalocean/logmatcher v1.0.0","predicate":"has source host","object":"github.com","text":"digitalocean/logmatcher v1.0.0 has source host github.com."},{"subject":"digitalocean/logmatcher v1.0.0","predicate":"has lab","object":"DigitalOcean (GradientAI)","text":"digitalocean/logmatcher v1.0.0 has lab DigitalOcean (GradientAI)."},{"subject":"digitalocean/logmatcher v1.0.0","predicate":"has signal desk","object":"releases","text":"digitalocean/logmatcher v1.0.0 has signal desk releases."},{"subject":"digitalocean/logmatcher v1.0.0","predicate":"has source host","object":"github.com","text":"digitalocean/logmatcher v1.0.0 has source host github.com."},{"subject":"digitalocean/logmatcher v1.0.0","predicate":"has repository","object":"digitalocean/logmatcher","text":"digitalocean/logmatcher v1.0.0 has repository digitalocean/logmatcher."},{"subject":"digitalocean/logmatcher v1.0.0","predicate":"has release","object":"v1.0.0","text":"digitalocean/logmatcher v1.0.0 has release v1.0.0."}]},"intelligence":{"signal_desk":"releases","answer":"DigitalOcean (GradientAI) published digitalocean/logmatcher v1.0.0 (digitalocean/logmatcher). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v1.0.0 Repository: digitalocean/logmatcher Tag: v1.0.0 Published: 2023-07-19T18:23:45Z Prerelease: no Release notes: Initial release 🎉. onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"released","object":"digitalocean/logmatcher v1.0.0","text":"DigitalOcean (GradientAI) released digitalocean/logmatcher v1.0.0."},{"subject":"digitalocean/logmatcher v1.0.0","predicate":"is classified as","object":"release signal","text":"digitalocean/logmatcher v1.0.0 is classified as release signal."},{"subject":"digitalocean/logmatcher v1.0.0","predicate":"belongs to","object":"releases desk","text":"digitalocean/logmatcher v1.0.0 belongs to releases desk."},{"subject":"digitalocean/logmatcher v1.0.0","predicate":"has context","object":"digitalocean/logmatcher","text":"digitalocean/logmatcher v1.0.0 has context digitalocean/logmatcher."},{"subject":"digitalocean/logmatcher v1.0.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/logmatcher v1.0.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"4d2f7f6c-2b99-4004-9f71-37115e6ab948","url":"https://onlylabs.fyi/signals/4d2f7f6c-2b99-4004-9f71-37115e6ab948","json_url":"https://onlylabs.fyi/signals/4d2f7f6c-2b99-4004-9f71-37115e6ab948/signal.json","source_url":"https://github.com/digitalocean/logmatcher/releases/tag/v1.0.0","title":"digitalocean/logmatcher v1.0.0","summary":"DigitalOcean (GradientAI) published release notes. onlylabs watches releases for what actually shipped.","context":"digitalocean/logmatcher","kind":{"key":"release","label":"Release"},"org":{"slug":"digitalocean","name":"DigitalOcean 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