{"schema_version":"onlylabs.public_signal.v1","title":"Nebius Release: nebius/soperator 4.1.17","description":"Nebius release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/f0af3667-745f-4c66-a5b2-d3af5c58c832","json_url":"https://onlylabs.fyi/signals/f0af3667-745f-4c66-a5b2-d3af5c58c832/signal.json","generated_at":"2026-10-30T17:45:51.255Z","evidence_latest_fetched_at":"2026-10-30T07:04:26.792395+00:00","signal_first_seen_at":"2026-10-30T07:00:32.624542+00:00","org":{"slug":"nebius","name":"Nebius","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/nebius","dossier_json_url":"https://onlylabs.fyi/labs/nebius/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/f0af3667-745f-4c66-a5b2-d3af5c58c832","signal_json":"https://onlylabs.fyi/signals/f0af3667-745f-4c66-a5b2-d3af5c58c832/signal.json","source":"https://github.com/nebius/soperator/releases/tag/4.1.17","lab_dossier":"https://onlylabs.fyi/labs/nebius","lab_dossier_json":"https://onlylabs.fyi/labs/nebius/dossier.json","analysis":"https://onlylabs.fyi/analysis/nebius","analysis_json":"https://onlylabs.fyi/analysis/nebius/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nebius/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":"Nebius published nebius/soperator 4.1.17 (nebius/soperator). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: 4.1.17 Repository: nebius/soperator Tag: 4.1.17 Published: 2026-10-29T13:52:31Z Prerelease: no Release notes: Changes made since version `4.1.16` prior to version.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/nebius/soperator/releases/tag/4.1.17","source_host":"github.com","occurred_at":"2026-10-29T13:52:31+00:00","first_seen_at":"2026-10-30T07:00:32.624542+00:00","date_source":"source","context":"nebius/soperator"},"context_markers":[{"label":"Lab","value":"Nebius","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"nebius/soperator","source":"source"},{"label":"Release","value":"4.1.17","source":"source"},{"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/nebius/soperator/releases/tag/4.1.17"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-10-30T07:04:26.792395+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/f0af3667-745f-4c66-a5b2-d3af5c58c832/signal.json","dossier_json":"https://onlylabs.fyi/labs/nebius/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/nebius/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nebius/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/f0af3667-745f-4c66-a5b2-d3af5c58c832/signal.json","required":true},{"label":"source","url":"https://github.com/nebius/soperator/releases/tag/4.1.17","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/nebius/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/nebius/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 Nebius's release signal \"nebius/soperator 4.1.17\" for neocloud strategy."},"semantic_triples":[{"subject":"Nebius","predicate":"released","object":"nebius/soperator 4.1.17","text":"Nebius released nebius/soperator 4.1.17."},{"subject":"nebius/soperator 4.1.17","predicate":"is classified as","object":"release signal","text":"nebius/soperator 4.1.17 is classified as release signal."},{"subject":"nebius/soperator 4.1.17","predicate":"belongs to","object":"releases desk","text":"nebius/soperator 4.1.17 belongs to releases desk."},{"subject":"nebius/soperator 4.1.17","predicate":"has context","object":"nebius/soperator","text":"nebius/soperator 4.1.17 has context nebius/soperator."},{"subject":"nebius/soperator 4.1.17","predicate":"has evidence coverage","object":"1 captured evidence page","text":"nebius/soperator 4.1.17 has evidence coverage 1 captured evidence page."},{"subject":"nebius/soperator 4.1.17","predicate":"has captured page count","object":"1","text":"nebius/soperator 4.1.17 has captured page count 1."},{"subject":"nebius/soperator 4.1.17","predicate":"has readable page count","object":"1","text":"nebius/soperator 4.1.17 has readable page count 1."},{"subject":"nebius/soperator 4.1.17","predicate":"has related signal count","object":"6","text":"nebius/soperator 4.1.17 has related signal count 6."},{"subject":"nebius/soperator 4.1.17","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":"nebius/soperator 4.1.17 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"nebius/soperator 4.1.17","predicate":"has source host","object":"github.com","text":"nebius/soperator 4.1.17 has source host github.com."},{"subject":"nebius/soperator 4.1.17","predicate":"has lab","object":"Nebius","text":"nebius/soperator 4.1.17 has lab Nebius."},{"subject":"nebius/soperator 4.1.17","predicate":"has signal desk","object":"releases","text":"nebius/soperator 4.1.17 has signal desk releases."},{"subject":"nebius/soperator 4.1.17","predicate":"has source host","object":"github.com","text":"nebius/soperator 4.1.17 has source host github.com."},{"subject":"nebius/soperator 4.1.17","predicate":"has repository","object":"nebius/soperator","text":"nebius/soperator 4.1.17 has repository nebius/soperator."},{"subject":"nebius/soperator 4.1.17","predicate":"has release","object":"4.1.17","text":"nebius/soperator 4.1.17 has release 4.1.17."},{"subject":"nebius/soperator 4.1.17","predicate":"has watch term","object":"Agents and tool use","text":"nebius/soperator 4.1.17 has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"releases","answer":"Nebius published nebius/soperator 4.1.17 (nebius/soperator). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: 4.1.17 Repository: nebius/soperator Tag: 4.1.17 Published: 2026-10-29T13:52:31Z Prerelease: no Release notes: Changes made since version `4.1.16` prior to version.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Nebius","predicate":"released","object":"nebius/soperator 4.1.17","text":"Nebius released nebius/soperator 4.1.17."},{"subject":"nebius/soperator 4.1.17","predicate":"is classified as","object":"release signal","text":"nebius/soperator 4.1.17 is classified as release signal."},{"subject":"nebius/soperator 4.1.17","predicate":"belongs to","object":"releases desk","text":"nebius/soperator 4.1.17 belongs to releases desk."},{"subject":"nebius/soperator 4.1.17","predicate":"has context","object":"nebius/soperator","text":"nebius/soperator 4.1.17 has context nebius/soperator."},{"subject":"nebius/soperator 4.1.17","predicate":"has evidence coverage","object":"1 captured evidence page","text":"nebius/soperator 4.1.17 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"f0af3667-745f-4c66-a5b2-d3af5c58c832","url":"https://onlylabs.fyi/signals/f0af3667-745f-4c66-a5b2-d3af5c58c832","json_url":"https://onlylabs.fyi/signals/f0af3667-745f-4c66-a5b2-d3af5c58c832/signal.json","source_url":"https://github.com/nebius/soperator/releases/tag/4.1.17","title":"nebius/soperator 4.1.17","summary":"Nebius published release notes. onlylabs watches releases for what actually shipped.","context":"nebius/soperator","kind":{"key":"release","label":"Release"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-10-29T13:52:31+00:00","first_seen_at":"2026-10-30T07:00:32.624542+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/nebius/soperator/releases/tag/4.1.17"]},"facets":{"repo":"nebius/soperator"},"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/nebius/soperator/releases/tag/4.1.17","final_url":"https://github.com/nebius/soperator/releases/tag/4.1.17","title":"nebius/soperator 4.1.17","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-10-30T07:04:26.792395+00:00","bytes":2987,"raw_path":"eeda2314b135c37d860bb52c67d2593e9386dd2ddc35c3f226ec35f1b2ddf3f7.json","content_hash":"f1fdead06216a8c616f8402e12d796c60f904ac559f685f98c07124a675be569","excerpt_chars":1200,"truncated":false,"excerpt":"4.1.17 Repository: nebius/soperator Tag: 4.1.17 Published: 2026-10-29T13:52:31Z Prerelease: no Release notes: Changes made since version `4.1.16` prior to version `4.1.17`: 🐛 Fixes - fix overflow in slurm api for uint32 - PR: #3191 📦 Dependencies - SCHED-2971 Upgrade base images and docker - PR: #3176 - SCHED-2971 Fix dcgmi pinning - PR: #3186 - SCHED-2980 Bump Go and Go images to 1.27.3 - PR: #3181 - SCHED-2981 Upgrade SSSD and nebius-o11y-agent versions and images - PR: #3198 Contributors: @asteny, @itechdima | 📁 **Categorized PRs** | 📂 **Uncategorized PRs** | 📥 **Commits** | ➕ **Lines added** | ➖ **Lines deleted** | | :---: | :---: | :---: | :---: | :---: | | 337 | 0 | 13 | 700 | 213 |"},"evidence_pages":[],"related_signals":[{"id":"bb35432e-aba3-402e-a0fd-9bf6c5ab7541","url":"https://onlylabs.fyi/signals/bb35432e-aba3-402e-a0fd-9bf6c5ab7541","source_url":"https://github.com/nebius/multus-cni/releases/tag/v4.1.4-nebius.1","title":"nebius/multus-cni v4.1.4-nebius.1","context":"nebius/multus-cni","kind":{"key":"release","label":"Release"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-10-29T18:30:00+00:00","first_seen_at":"2026-10-30T07:00:32.624542+00:00","date_source":"source"},{"id":"8165d5b6-e788-484f-9cd3-0eb9191f537e","url":"https://onlylabs.fyi/signals/8165d5b6-e788-484f-9cd3-0eb9191f537e","source_url":"https://github.com/nebius/nebius-solutions-library/releases/tag/soperator-v4.1.17-1","title":"nebius/nebius-solutions-library soperator-v4.1.17-1","context":"nebius/nebius-solutions-library","kind":{"key":"release","label":"Release"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-10-29T13:47:53+00:00","first_seen_at":"2026-10-30T07:00:32.624542+00:00","date_source":"source"},{"id":"86b98094-5b24-4cd8-9496-6857d6dbab0c","url":"https://onlylabs.fyi/signals/86b98094-5b24-4cd8-9496-6857d6dbab0c","source_url":"https://github.com/nebius/terraform-provider-nebius/releases/tag/v0.6.77","title":"nebius/terraform-provider-nebius v0.6.77","context":"nebius/terraform-provider-nebius","kind":{"key":"release","label":"Release"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-10-29T09:32:56+00:00","first_seen_at":"2026-10-30T07:00:32.624542+00:00","date_source":"source"},{"id":"9976e84c-d578-467d-935e-1e0b9012d07a","url":"https://onlylabs.fyi/signals/9976e84c-d578-467d-935e-1e0b9012d07a","source_url":"https://github.com/nebius/terraform-provider-nebius/releases/tag/v0.6.76","title":"nebius/terraform-provider-nebius v0.6.76","context":"nebius/terraform-provider-nebius","kind":{"key":"release","label":"Release"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-10-28T10:16:35+00:00","first_seen_at":"2026-10-29T07:00:33.693316+00:00","date_source":"source"},{"id":"2b3376d2-cacf-4c3e-8f72-2b089c2e32b3","url":"https://onlylabs.fyi/signals/2b3376d2-cacf-4c3e-8f72-2b089c2e32b3","source_url":"https://github.com/nebius/contree-client/releases/tag/0.5.2","title":"nebius/contree-client 0.5.2","context":"nebius/contree-client","kind":{"key":"release","label":"Release"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-10-28T10:07:57+00:00","first_seen_at":"2026-10-29T07:00:33.693316+00:00","date_source":"source"},{"id":"8f7c194a-412b-4a8d-9e0c-714fa26ee027","url":"https://onlylabs.fyi/signals/8f7c194a-412b-4a8d-9e0c-714fa26ee027","source_url":"https://github.com/nebius/contree-client/releases/tag/0.5.1","title":"nebius/contree-client 0.5.1","context":"nebius/contree-client","kind":{"key":"release","label":"Release"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-10-27T19:08:53+00:00","first_seen_at":"2026-10-28T07:00:33.607727+00:00","date_source":"source"}]}