{"schema_version":"onlylabs.public_signal.v1","title":"DigitalOcean (GradientAI) Release: digitalocean/pydo v0.31.0","description":"DigitalOcean (GradientAI) release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/90652519-1cac-4025-8f53-a15411295615","json_url":"https://onlylabs.fyi/signals/90652519-1cac-4025-8f53-a15411295615/signal.json","generated_at":"2026-06-11T03:37:58.846624+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/90652519-1cac-4025-8f53-a15411295615","signal_json":"https://onlylabs.fyi/signals/90652519-1cac-4025-8f53-a15411295615/signal.json","source":"https://github.com/digitalocean/pydo/releases/tag/v0.31.0","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/pydo v0.31.0 (digitalocean/pydo). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine library release, not AI notable · v0.31.0 Repository: digitalocean/pydo Tag: v0.31.0 Published: 2026-04-23T12:56:29Z Prerelease: no Release notes: <!-- Release notes generated using configuration in.... 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/pydo/releases/tag/v0.31.0","source_host":"github.com","occurred_at":"2026-04-23T12:56:29+00:00","first_seen_at":"2026-06-06T01:50:00.327763+00:00","date_source":"source","context":"digitalocean/pydo"},"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/pydo","source":"source"},{"label":"Release","value":"v0.31.0","source":"source"},{"label":"Notability","value":"Routine library release, not AI notable","source":"signal"},{"label":"Watch term","value":"Infrastructure","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/pydo/releases/tag/v0.31.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:37:58.846624+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/90652519-1cac-4025-8f53-a15411295615/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/90652519-1cac-4025-8f53-a15411295615/signal.json","required":true},{"label":"source","url":"https://github.com/digitalocean/pydo/releases/tag/v0.31.0","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/pydo v0.31.0\" for neocloud strategy."},"semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"released","object":"digitalocean/pydo v0.31.0","text":"DigitalOcean (GradientAI) released digitalocean/pydo v0.31.0."},{"subject":"digitalocean/pydo v0.31.0","predicate":"is classified as","object":"release signal","text":"digitalocean/pydo v0.31.0 is classified as release signal."},{"subject":"digitalocean/pydo v0.31.0","predicate":"belongs to","object":"releases desk","text":"digitalocean/pydo v0.31.0 belongs to releases desk."},{"subject":"digitalocean/pydo v0.31.0","predicate":"has context","object":"digitalocean/pydo","text":"digitalocean/pydo v0.31.0 has context digitalocean/pydo."},{"subject":"digitalocean/pydo v0.31.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/pydo v0.31.0 has evidence coverage 1 captured evidence page."},{"subject":"digitalocean/pydo v0.31.0","predicate":"has captured page count","object":"1","text":"digitalocean/pydo v0.31.0 has captured page count 1."},{"subject":"digitalocean/pydo v0.31.0","predicate":"has readable page count","object":"1","text":"digitalocean/pydo v0.31.0 has readable page count 1."},{"subject":"digitalocean/pydo v0.31.0","predicate":"has related signal count","object":"6","text":"digitalocean/pydo v0.31.0 has related signal count 6."},{"subject":"digitalocean/pydo v0.31.0","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/pydo v0.31.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"digitalocean/pydo v0.31.0","predicate":"has source host","object":"github.com","text":"digitalocean/pydo v0.31.0 has source host github.com."},{"subject":"digitalocean/pydo v0.31.0","predicate":"has lab","object":"DigitalOcean (GradientAI)","text":"digitalocean/pydo v0.31.0 has lab DigitalOcean (GradientAI)."},{"subject":"digitalocean/pydo v0.31.0","predicate":"has signal desk","object":"releases","text":"digitalocean/pydo v0.31.0 has signal desk releases."},{"subject":"digitalocean/pydo v0.31.0","predicate":"has source host","object":"github.com","text":"digitalocean/pydo v0.31.0 has source host github.com."},{"subject":"digitalocean/pydo v0.31.0","predicate":"has repository","object":"digitalocean/pydo","text":"digitalocean/pydo v0.31.0 has repository digitalocean/pydo."},{"subject":"digitalocean/pydo v0.31.0","predicate":"has release","object":"v0.31.0","text":"digitalocean/pydo v0.31.0 has release v0.31.0."},{"subject":"digitalocean/pydo v0.31.0","predicate":"has notability","object":"Routine library release, not AI notable","text":"digitalocean/pydo v0.31.0 has notability Routine library release, not AI notable."},{"subject":"digitalocean/pydo v0.31.0","predicate":"has watch term","object":"Infrastructure","text":"digitalocean/pydo v0.31.0 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"DigitalOcean (GradientAI) published digitalocean/pydo v0.31.0 (digitalocean/pydo). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine library release, not AI notable · v0.31.0 Repository: digitalocean/pydo Tag: v0.31.0 Published: 2026-04-23T12:56:29Z Prerelease: no Release notes: <!-- Release notes generated using configuration in.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"released","object":"digitalocean/pydo v0.31.0","text":"DigitalOcean (GradientAI) released digitalocean/pydo v0.31.0."},{"subject":"digitalocean/pydo v0.31.0","predicate":"is classified as","object":"release signal","text":"digitalocean/pydo v0.31.0 is classified as release signal."},{"subject":"digitalocean/pydo v0.31.0","predicate":"belongs to","object":"releases desk","text":"digitalocean/pydo v0.31.0 belongs to releases desk."},{"subject":"digitalocean/pydo v0.31.0","predicate":"has context","object":"digitalocean/pydo","text":"digitalocean/pydo v0.31.0 has context digitalocean/pydo."},{"subject":"digitalocean/pydo v0.31.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/pydo v0.31.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"90652519-1cac-4025-8f53-a15411295615","url":"https://onlylabs.fyi/signals/90652519-1cac-4025-8f53-a15411295615","json_url":"https://onlylabs.fyi/signals/90652519-1cac-4025-8f53-a15411295615/signal.json","source_url":"https://github.com/digitalocean/pydo/releases/tag/v0.31.0","title":"digitalocean/pydo v0.31.0","summary":"DigitalOcean (GradientAI) published release notes. onlylabs watches releases for what actually shipped.","context":"digitalocean/pydo","kind":{"key":"release","label":"Release"},"org":{"slug":"digitalocean","name":"DigitalOcean 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