{"schema_version":"onlylabs.public_signal.v1","title":"DigitalOcean (GradientAI) Release: digitalocean/handy-fleet-packaging v0.9.6","description":"DigitalOcean (GradientAI) release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/dc362fec-68e2-4db0-8e22-aaf03ab5ed0c","json_url":"https://onlylabs.fyi/signals/dc362fec-68e2-4db0-8e22-aaf03ab5ed0c/signal.json","generated_at":"2026-09-09T19:41:23.694Z","evidence_latest_fetched_at":"2026-09-01T07:02:51.460176+00:00","signal_first_seen_at":"2026-09-01T07:00:35.946802+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/dc362fec-68e2-4db0-8e22-aaf03ab5ed0c","signal_json":"https://onlylabs.fyi/signals/dc362fec-68e2-4db0-8e22-aaf03ab5ed0c/signal.json","source":"https://github.com/digitalocean/handy-fleet-packaging/releases/tag/v0.9.6","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/handy-fleet-packaging v0.9.6 (digitalocean/handy-fleet-packaging). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Handy v0.9.6 (packaged) Repository: digitalocean/handy-fleet-packaging Tag: v0.9.6 Published: 2026-08-31T14:16:00Z Prerelease: no Release notes: Verified Handy v0.9.6:.... 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/handy-fleet-packaging/releases/tag/v0.9.6","source_host":"github.com","occurred_at":"2026-08-31T14:16:00+00:00","first_seen_at":"2026-09-01T07:00:35.946802+00:00","date_source":"source","context":"digitalocean/handy-fleet-packaging"},"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/handy-fleet-packaging","source":"source"},{"label":"Release","value":"Handy v0.9.6 (packaged)","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/handy-fleet-packaging/releases/tag/v0.9.6"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-09-01T07:02:51.460176+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/dc362fec-68e2-4db0-8e22-aaf03ab5ed0c/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/dc362fec-68e2-4db0-8e22-aaf03ab5ed0c/signal.json","required":true},{"label":"source","url":"https://github.com/digitalocean/handy-fleet-packaging/releases/tag/v0.9.6","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/handy-fleet-packaging v0.9.6\" for neocloud strategy."},"semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"released","object":"digitalocean/handy-fleet-packaging v0.9.6","text":"DigitalOcean (GradientAI) released digitalocean/handy-fleet-packaging v0.9.6."},{"subject":"digitalocean/handy-fleet-packaging v0.9.6","predicate":"is classified as","object":"release signal","text":"digitalocean/handy-fleet-packaging v0.9.6 is classified as release signal."},{"subject":"digitalocean/handy-fleet-packaging v0.9.6","predicate":"belongs to","object":"releases desk","text":"digitalocean/handy-fleet-packaging v0.9.6 belongs to releases desk."},{"subject":"digitalocean/handy-fleet-packaging v0.9.6","predicate":"has context","object":"digitalocean/handy-fleet-packaging","text":"digitalocean/handy-fleet-packaging v0.9.6 has context digitalocean/handy-fleet-packaging."},{"subject":"digitalocean/handy-fleet-packaging v0.9.6","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/handy-fleet-packaging v0.9.6 has evidence coverage 1 captured evidence page."},{"subject":"digitalocean/handy-fleet-packaging v0.9.6","predicate":"has captured page count","object":"1","text":"digitalocean/handy-fleet-packaging v0.9.6 has captured page count 1."},{"subject":"digitalocean/handy-fleet-packaging v0.9.6","predicate":"has readable page count","object":"1","text":"digitalocean/handy-fleet-packaging v0.9.6 has readable page count 1."},{"subject":"digitalocean/handy-fleet-packaging v0.9.6","predicate":"has related signal count","object":"6","text":"digitalocean/handy-fleet-packaging v0.9.6 has related signal count 6."},{"subject":"digitalocean/handy-fleet-packaging v0.9.6","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/handy-fleet-packaging v0.9.6 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"digitalocean/handy-fleet-packaging v0.9.6","predicate":"has source host","object":"github.com","text":"digitalocean/handy-fleet-packaging v0.9.6 has source host github.com."},{"subject":"digitalocean/handy-fleet-packaging v0.9.6","predicate":"has lab","object":"DigitalOcean (GradientAI)","text":"digitalocean/handy-fleet-packaging v0.9.6 has lab DigitalOcean (GradientAI)."},{"subject":"digitalocean/handy-fleet-packaging v0.9.6","predicate":"has signal desk","object":"releases","text":"digitalocean/handy-fleet-packaging v0.9.6 has signal desk releases."},{"subject":"digitalocean/handy-fleet-packaging v0.9.6","predicate":"has source host","object":"github.com","text":"digitalocean/handy-fleet-packaging v0.9.6 has source host github.com."},{"subject":"digitalocean/handy-fleet-packaging v0.9.6","predicate":"has repository","object":"digitalocean/handy-fleet-packaging","text":"digitalocean/handy-fleet-packaging v0.9.6 has repository digitalocean/handy-fleet-packaging."},{"subject":"digitalocean/handy-fleet-packaging v0.9.6","predicate":"has release","object":"Handy v0.9.6 (packaged)","text":"digitalocean/handy-fleet-packaging v0.9.6 has release Handy v0.9.6 (packaged)."}]},"intelligence":{"signal_desk":"releases","answer":"DigitalOcean (GradientAI) published digitalocean/handy-fleet-packaging v0.9.6 (digitalocean/handy-fleet-packaging). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Handy v0.9.6 (packaged) Repository: digitalocean/handy-fleet-packaging Tag: v0.9.6 Published: 2026-08-31T14:16:00Z Prerelease: no Release notes: Verified Handy v0.9.6:.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"released","object":"digitalocean/handy-fleet-packaging v0.9.6","text":"DigitalOcean (GradientAI) released digitalocean/handy-fleet-packaging v0.9.6."},{"subject":"digitalocean/handy-fleet-packaging v0.9.6","predicate":"is classified as","object":"release signal","text":"digitalocean/handy-fleet-packaging v0.9.6 is classified as release signal."},{"subject":"digitalocean/handy-fleet-packaging v0.9.6","predicate":"belongs to","object":"releases desk","text":"digitalocean/handy-fleet-packaging v0.9.6 belongs to releases desk."},{"subject":"digitalocean/handy-fleet-packaging v0.9.6","predicate":"has context","object":"digitalocean/handy-fleet-packaging","text":"digitalocean/handy-fleet-packaging v0.9.6 has context digitalocean/handy-fleet-packaging."},{"subject":"digitalocean/handy-fleet-packaging v0.9.6","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/handy-fleet-packaging v0.9.6 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"dc362fec-68e2-4db0-8e22-aaf03ab5ed0c","url":"https://onlylabs.fyi/signals/dc362fec-68e2-4db0-8e22-aaf03ab5ed0c","json_url":"https://onlylabs.fyi/signals/dc362fec-68e2-4db0-8e22-aaf03ab5ed0c/signal.json","source_url":"https://github.com/digitalocean/handy-fleet-packaging/releases/tag/v0.9.6","title":"digitalocean/handy-fleet-packaging v0.9.6","summary":"DigitalOcean (GradientAI) published release notes. onlylabs watches releases for what actually shipped.","context":"digitalocean/handy-fleet-packaging","kind":{"key":"release","label":"Release"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-08-31T14:16:00+00:00","first_seen_at":"2026-09-01T07:00:35.946802+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/handy-fleet-packaging/releases/tag/v0.9.6"]},"facets":{"repo":"digitalocean/handy-fleet-packaging"},"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":{"is_primary":true,"source_match":true,"url":"https://github.com/digitalocean/handy-fleet-packaging/releases/tag/v0.9.6","final_url":"https://github.com/digitalocean/handy-fleet-packaging/releases/tag/v0.9.6","title":"digitalocean/handy-fleet-packaging v0.9.6","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-09-01T07:02:51.460176+00:00","bytes":35724,"raw_path":"9ba59b84d6defc53e746fa5c6c4243d4fa3d36673a8538369dfa0910d6fb1890.json","content_hash":"782aa4ce2a98b6e32885cc9b7db0db5b8a0c2363c47b6c07dc3daf1e8409255c","excerpt_chars":1200,"truncated":false,"excerpt":"Handy v0.9.6 (packaged) Repository: digitalocean/handy-fleet-packaging Tag: v0.9.6 Published: 2026-08-31T14:16:00Z Prerelease: no Release notes: Verified Handy v0.9.6: minisign checked. See manifest.json for checksums."},"evidence_pages":[],"related_signals":[{"id":"7035ef09-f544-4edd-bb71-9f1a190d02b5","url":"https://onlylabs.fyi/signals/7035ef09-f544-4edd-bb71-9f1a190d02b5","source_url":"https://github.com/digitalocean/pydo/releases/tag/v0.40.0-beta.7","title":"digitalocean/pydo v0.40.0-beta.7","context":"digitalocean/pydo","kind":{"key":"release","label":"Release"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-09-04T14:19:01+00:00","first_seen_at":"2026-09-05T07:00:35.230311+00:00","date_source":"source"},{"id":"a9f12ec3-a045-4f15-91b5-82ce9ad9d967","url":"https://onlylabs.fyi/signals/a9f12ec3-a045-4f15-91b5-82ce9ad9d967","source_url":"https://github.com/digitalocean/doctl/releases/tag/v1.168.0-beta.7","title":"digitalocean/doctl v1.168.0-beta.7","context":"digitalocean/doctl","kind":{"key":"release","label":"Release"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-09-04T11:59:51+00:00","first_seen_at":"2026-09-05T07:00:35.230311+00:00","date_source":"source"},{"id":"e4d86344-797d-41ae-8832-91acbe7b6d86","url":"https://onlylabs.fyi/signals/e4d86344-797d-41ae-8832-91acbe7b6d86","source_url":"https://github.com/digitalocean/pydo/releases/tag/v0.40.0-beta.6","title":"digitalocean/pydo v0.40.0-beta.6","context":"digitalocean/pydo","kind":{"key":"release","label":"Release"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-09-04T11:51:01+00:00","first_seen_at":"2026-09-05T07:00:35.230311+00:00","date_source":"source"},{"id":"0ff41e94-db73-4620-a51c-94175596604c","url":"https://onlylabs.fyi/signals/0ff41e94-db73-4620-a51c-94175596604c","source_url":"https://github.com/digitalocean/doctl/releases/tag/v1.168.0-beta.6","title":"digitalocean/doctl v1.168.0-beta.6","context":"digitalocean/doctl","kind":{"key":"release","label":"Release"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-09-04T08:41:16+00:00","first_seen_at":"2026-09-05T07:00:35.230311+00:00","date_source":"source"},{"id":"29c2d984-ef95-40eb-8ab2-f2d42bca8383","url":"https://onlylabs.fyi/signals/29c2d984-ef95-40eb-8ab2-f2d42bca8383","source_url":"https://github.com/digitalocean/godo/releases/tag/v1.206.0-beta.1","title":"digitalocean/godo v1.206.0-beta.1","context":"digitalocean/godo","kind":{"key":"release","label":"Release"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-09-04T08:13:45+00:00","first_seen_at":"2026-09-05T07:00:35.230311+00:00","date_source":"source"},{"id":"3948b3be-2b56-4deb-9f02-28d918fec90f","url":"https://onlylabs.fyi/signals/3948b3be-2b56-4deb-9f02-28d918fec90f","source_url":"https://github.com/digitalocean/vale-package/releases/tag/v0.3.14","title":"digitalocean/vale-package v0.3.14","context":"digitalocean/vale-package","kind":{"key":"release","label":"Release"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-09-03T20:21:20+00:00","first_seen_at":"2026-09-04T07:01:27.644614+00:00","date_source":"source"}]}