{"schema_version":"onlylabs.public_signal.v1","title":"DigitalOcean (GradientAI) Release: digitalocean/dots v1.17.0","description":"DigitalOcean (GradientAI) release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/f681d93e-0337-4ae6-8c4d-ae71ffd77040","json_url":"https://onlylabs.fyi/signals/f681d93e-0337-4ae6-8c4d-ae71ffd77040/signal.json","generated_at":"2026-06-26T23:21:25.036Z","evidence_latest_fetched_at":"2026-06-19T07:02:59.878307+00:00","signal_first_seen_at":"2026-06-19T07:01:12.223264+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/f681d93e-0337-4ae6-8c4d-ae71ffd77040","signal_json":"https://onlylabs.fyi/signals/f681d93e-0337-4ae6-8c4d-ae71ffd77040/signal.json","source":"https://github.com/digitalocean/dots/releases/tag/v1.17.0","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/dots v1.17.0 (digitalocean/dots). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: DigitalOcean's dotfiles management tool. · v1.17.0 Repository: digitalocean/dots Tag: v1.17.0 Published: 2026-06-18T15:21:02Z Prerelease: no Release notes: What's Changed * update readme by @SSharma-10 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/dots/releases/tag/v1.17.0","source_host":"github.com","occurred_at":"2026-06-18T15:21:02+00:00","first_seen_at":"2026-06-19T07:01:12.223264+00:00","date_source":"source","context":"digitalocean/dots"},"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/dots","source":"source"},{"label":"Release","value":"v1.17.0","source":"source"},{"label":"Context","value":"DigitalOcean's dotfiles management tool.","source":"signal"},{"label":"Notability","value":"Not AI lab; routine cloud tool release","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/dots/releases/tag/v1.17.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-19T07:02:59.878307+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/f681d93e-0337-4ae6-8c4d-ae71ffd77040/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/f681d93e-0337-4ae6-8c4d-ae71ffd77040/signal.json","required":true},{"label":"source","url":"https://github.com/digitalocean/dots/releases/tag/v1.17.0","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/dots v1.17.0\" for neocloud strategy."},"semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"released","object":"digitalocean/dots v1.17.0","text":"DigitalOcean (GradientAI) released digitalocean/dots v1.17.0."},{"subject":"digitalocean/dots v1.17.0","predicate":"is classified as","object":"release signal","text":"digitalocean/dots v1.17.0 is classified as release signal."},{"subject":"digitalocean/dots v1.17.0","predicate":"belongs to","object":"releases desk","text":"digitalocean/dots v1.17.0 belongs to releases desk."},{"subject":"digitalocean/dots v1.17.0","predicate":"has context","object":"digitalocean/dots","text":"digitalocean/dots v1.17.0 has context digitalocean/dots."},{"subject":"digitalocean/dots v1.17.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/dots v1.17.0 has evidence coverage 1 captured evidence page."},{"subject":"digitalocean/dots v1.17.0","predicate":"has captured page count","object":"1","text":"digitalocean/dots v1.17.0 has captured page count 1."},{"subject":"digitalocean/dots v1.17.0","predicate":"has readable page count","object":"1","text":"digitalocean/dots v1.17.0 has readable page count 1."},{"subject":"digitalocean/dots v1.17.0","predicate":"has related signal count","object":"6","text":"digitalocean/dots v1.17.0 has related signal count 6."},{"subject":"digitalocean/dots v1.17.0","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/dots v1.17.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"digitalocean/dots v1.17.0","predicate":"has source host","object":"github.com","text":"digitalocean/dots v1.17.0 has source host github.com."},{"subject":"digitalocean/dots v1.17.0","predicate":"has lab","object":"DigitalOcean (GradientAI)","text":"digitalocean/dots v1.17.0 has lab DigitalOcean (GradientAI)."},{"subject":"digitalocean/dots v1.17.0","predicate":"has signal desk","object":"releases","text":"digitalocean/dots v1.17.0 has signal desk releases."},{"subject":"digitalocean/dots v1.17.0","predicate":"has source host","object":"github.com","text":"digitalocean/dots v1.17.0 has source host github.com."},{"subject":"digitalocean/dots v1.17.0","predicate":"has repository","object":"digitalocean/dots","text":"digitalocean/dots v1.17.0 has repository digitalocean/dots."},{"subject":"digitalocean/dots v1.17.0","predicate":"has release","object":"v1.17.0","text":"digitalocean/dots v1.17.0 has release v1.17.0."},{"subject":"digitalocean/dots v1.17.0","predicate":"has context","object":"DigitalOcean's dotfiles management tool.","text":"digitalocean/dots v1.17.0 has context DigitalOcean's dotfiles management tool.."},{"subject":"digitalocean/dots v1.17.0","predicate":"has notability","object":"Not AI lab; routine cloud tool release","text":"digitalocean/dots v1.17.0 has notability Not AI lab; routine cloud tool release."},{"subject":"digitalocean/dots v1.17.0","predicate":"has watch term","object":"Infrastructure","text":"digitalocean/dots v1.17.0 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"DigitalOcean (GradientAI) published digitalocean/dots v1.17.0 (digitalocean/dots). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: DigitalOcean's dotfiles management tool. · v1.17.0 Repository: digitalocean/dots Tag: v1.17.0 Published: 2026-06-18T15:21:02Z Prerelease: no Release notes: What's Changed * update readme by @SSharma-10 in.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"released","object":"digitalocean/dots v1.17.0","text":"DigitalOcean (GradientAI) released digitalocean/dots v1.17.0."},{"subject":"digitalocean/dots v1.17.0","predicate":"is classified as","object":"release signal","text":"digitalocean/dots v1.17.0 is classified as release signal."},{"subject":"digitalocean/dots v1.17.0","predicate":"belongs to","object":"releases desk","text":"digitalocean/dots v1.17.0 belongs to releases desk."},{"subject":"digitalocean/dots v1.17.0","predicate":"has context","object":"digitalocean/dots","text":"digitalocean/dots v1.17.0 has context digitalocean/dots."},{"subject":"digitalocean/dots v1.17.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/dots v1.17.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"f681d93e-0337-4ae6-8c4d-ae71ffd77040","url":"https://onlylabs.fyi/signals/f681d93e-0337-4ae6-8c4d-ae71ffd77040","json_url":"https://onlylabs.fyi/signals/f681d93e-0337-4ae6-8c4d-ae71ffd77040/signal.json","source_url":"https://github.com/digitalocean/dots/releases/tag/v1.17.0","title":"digitalocean/dots v1.17.0","summary":"DigitalOcean (GradientAI) published release notes. onlylabs watches releases for what actually shipped.","context":"digitalocean/dots","kind":{"key":"release","label":"Release"},"org":{"slug":"digitalocean","name":"DigitalOcean 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digitalocean/openapi@6fd6c99 by @digitalocean-engineering in https://github.com/digitalocean/dots/pull/165 * ci pipeline fix by @SSharma-10 in https://github.com/digitalocean/dots/pull/178 * [bot] dots client regeneration: Re-Generated From digitalocean/openapi@db19d6d by @digitalocean-engineering in https://github.com/digitalocean/dots/pull/179 * Add new namespace for Inference by @SSharma-10 in https://github.com/digitalocean/dots/pull/177 **Full Changelog**: https://github.com/digitalocean/dots/compare/v1.16.0...v1.17.0"},"evidence_pages":[],"related_signals":[{"id":"25ceee5c-0b7c-47e9-ba3a-1a750dad35ab","url":"https://onlylabs.fyi/signals/25ceee5c-0b7c-47e9-ba3a-1a750dad35ab","source_url":"https://github.com/digitalocean/doctl/releases/tag/v1.163.0-beta.1","title":"digitalocean/doctl v1.163.0-beta.1","context":"digitalocean/doctl","kind":{"key":"release","label":"Release"},"org":{"slug":"digitalocean","name":"DigitalOcean 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