{"schema_version":"onlylabs.public_signal.v1","title":"Nebius Release: nebius/nebius-ps-services nebius-vpngw-v0.5.9","description":"Nebius release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/6ec592a3-3370-4834-ad9a-25bf860359bf","json_url":"https://onlylabs.fyi/signals/6ec592a3-3370-4834-ad9a-25bf860359bf/signal.json","generated_at":"2026-07-27T01:14:56.808Z","evidence_latest_fetched_at":"2026-07-08T07:01:38.085996+00:00","signal_first_seen_at":"2026-07-08T07:00:31.5486+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/6ec592a3-3370-4834-ad9a-25bf860359bf","signal_json":"https://onlylabs.fyi/signals/6ec592a3-3370-4834-ad9a-25bf860359bf/signal.json","source":"https://github.com/nebius/nebius-ps-services/releases/tag/nebius-vpngw-v0.5.9","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/nebius-ps-services nebius-vpngw-v0.5.9 (nebius/nebius-ps-services). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: nebius-vpngw-v0.5.9 Repository: nebius/nebius-ps-services Tag: nebius-vpngw-v0.5.9 Published: 2026-07-07T15:33:32Z Prerelease: no Release notes: - Added an ESP4.... 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/nebius-ps-services/releases/tag/nebius-vpngw-v0.5.9","source_host":"github.com","occurred_at":"2026-07-07T15:33:32+00:00","first_seen_at":"2026-07-08T07:00:31.5486+00:00","date_source":"source","context":"nebius/nebius-ps-services"},"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/nebius-ps-services","source":"source"},{"label":"Release","value":"nebius-vpngw-v0.5.9","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/nebius-ps-services/releases/tag/nebius-vpngw-v0.5.9"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-07-08T07:01:38.085996+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/6ec592a3-3370-4834-ad9a-25bf860359bf/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/6ec592a3-3370-4834-ad9a-25bf860359bf/signal.json","required":true},{"label":"source","url":"https://github.com/nebius/nebius-ps-services/releases/tag/nebius-vpngw-v0.5.9","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/nebius-ps-services nebius-vpngw-v0.5.9\" for neocloud strategy."},"semantic_triples":[{"subject":"Nebius","predicate":"released","object":"nebius/nebius-ps-services nebius-vpngw-v0.5.9","text":"Nebius released nebius/nebius-ps-services nebius-vpngw-v0.5.9."},{"subject":"nebius/nebius-ps-services nebius-vpngw-v0.5.9","predicate":"is classified as","object":"release signal","text":"nebius/nebius-ps-services nebius-vpngw-v0.5.9 is classified as release signal."},{"subject":"nebius/nebius-ps-services nebius-vpngw-v0.5.9","predicate":"belongs to","object":"releases desk","text":"nebius/nebius-ps-services nebius-vpngw-v0.5.9 belongs to releases desk."},{"subject":"nebius/nebius-ps-services nebius-vpngw-v0.5.9","predicate":"has context","object":"nebius/nebius-ps-services","text":"nebius/nebius-ps-services nebius-vpngw-v0.5.9 has context nebius/nebius-ps-services."},{"subject":"nebius/nebius-ps-services nebius-vpngw-v0.5.9","predicate":"has evidence coverage","object":"1 captured evidence page","text":"nebius/nebius-ps-services nebius-vpngw-v0.5.9 has evidence coverage 1 captured evidence page."},{"subject":"nebius/nebius-ps-services nebius-vpngw-v0.5.9","predicate":"has captured page count","object":"1","text":"nebius/nebius-ps-services nebius-vpngw-v0.5.9 has captured page count 1."},{"subject":"nebius/nebius-ps-services nebius-vpngw-v0.5.9","predicate":"has readable page count","object":"1","text":"nebius/nebius-ps-services nebius-vpngw-v0.5.9 has readable page count 1."},{"subject":"nebius/nebius-ps-services nebius-vpngw-v0.5.9","predicate":"has related signal count","object":"6","text":"nebius/nebius-ps-services nebius-vpngw-v0.5.9 has related signal count 6."},{"subject":"nebius/nebius-ps-services nebius-vpngw-v0.5.9","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/nebius-ps-services nebius-vpngw-v0.5.9 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"nebius/nebius-ps-services nebius-vpngw-v0.5.9","predicate":"has source host","object":"github.com","text":"nebius/nebius-ps-services nebius-vpngw-v0.5.9 has source host github.com."},{"subject":"nebius/nebius-ps-services nebius-vpngw-v0.5.9","predicate":"has lab","object":"Nebius","text":"nebius/nebius-ps-services nebius-vpngw-v0.5.9 has lab Nebius."},{"subject":"nebius/nebius-ps-services nebius-vpngw-v0.5.9","predicate":"has signal desk","object":"releases","text":"nebius/nebius-ps-services nebius-vpngw-v0.5.9 has signal desk releases."},{"subject":"nebius/nebius-ps-services nebius-vpngw-v0.5.9","predicate":"has source host","object":"github.com","text":"nebius/nebius-ps-services nebius-vpngw-v0.5.9 has source host github.com."},{"subject":"nebius/nebius-ps-services nebius-vpngw-v0.5.9","predicate":"has repository","object":"nebius/nebius-ps-services","text":"nebius/nebius-ps-services nebius-vpngw-v0.5.9 has repository nebius/nebius-ps-services."},{"subject":"nebius/nebius-ps-services nebius-vpngw-v0.5.9","predicate":"has release","object":"nebius-vpngw-v0.5.9","text":"nebius/nebius-ps-services nebius-vpngw-v0.5.9 has release nebius-vpngw-v0.5.9."},{"subject":"nebius/nebius-ps-services nebius-vpngw-v0.5.9","predicate":"has watch term","object":"Agents and tool use","text":"nebius/nebius-ps-services nebius-vpngw-v0.5.9 has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"releases","answer":"Nebius published nebius/nebius-ps-services nebius-vpngw-v0.5.9 (nebius/nebius-ps-services). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: nebius-vpngw-v0.5.9 Repository: nebius/nebius-ps-services Tag: nebius-vpngw-v0.5.9 Published: 2026-07-07T15:33:32Z Prerelease: no Release notes: - Added an ESP4.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Nebius","predicate":"released","object":"nebius/nebius-ps-services nebius-vpngw-v0.5.9","text":"Nebius released nebius/nebius-ps-services nebius-vpngw-v0.5.9."},{"subject":"nebius/nebius-ps-services nebius-vpngw-v0.5.9","predicate":"is classified as","object":"release signal","text":"nebius/nebius-ps-services nebius-vpngw-v0.5.9 is classified as release signal."},{"subject":"nebius/nebius-ps-services nebius-vpngw-v0.5.9","predicate":"belongs to","object":"releases desk","text":"nebius/nebius-ps-services nebius-vpngw-v0.5.9 belongs to releases desk."},{"subject":"nebius/nebius-ps-services nebius-vpngw-v0.5.9","predicate":"has context","object":"nebius/nebius-ps-services","text":"nebius/nebius-ps-services nebius-vpngw-v0.5.9 has context nebius/nebius-ps-services."},{"subject":"nebius/nebius-ps-services nebius-vpngw-v0.5.9","predicate":"has evidence coverage","object":"1 captured evidence page","text":"nebius/nebius-ps-services nebius-vpngw-v0.5.9 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"6ec592a3-3370-4834-ad9a-25bf860359bf","url":"https://onlylabs.fyi/signals/6ec592a3-3370-4834-ad9a-25bf860359bf","json_url":"https://onlylabs.fyi/signals/6ec592a3-3370-4834-ad9a-25bf860359bf/signal.json","source_url":"https://github.com/nebius/nebius-ps-services/releases/tag/nebius-vpngw-v0.5.9","title":"nebius/nebius-ps-services nebius-vpngw-v0.5.9","summary":"Nebius published release notes. onlylabs watches releases for what actually shipped.","context":"nebius/nebius-ps-services","kind":{"key":"release","label":"Release"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-07-07T15:33:32+00:00","first_seen_at":"2026-07-08T07:00:31.5486+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/nebius-ps-services/releases/tag/nebius-vpngw-v0.5.9"]},"facets":{"repo":"nebius/nebius-ps-services"},"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/nebius-ps-services/releases/tag/nebius-vpngw-v0.5.9","final_url":"https://github.com/nebius/nebius-ps-services/releases/tag/nebius-vpngw-v0.5.9","title":"nebius/nebius-ps-services nebius-vpngw-v0.5.9","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-07-08T07:01:38.085996+00:00","bytes":5291,"raw_path":"8ac504e01e906e612da469547fef0a92f5650d1cc015e766ecf07e36a7cc3ee9.json","content_hash":"39dea68e5ea32b11a0fcdfa9c0f16b08398ab2dacb22224423c3c373501c6921","excerpt_chars":1200,"truncated":false,"excerpt":"nebius-vpngw-v0.5.9 Repository: nebius/nebius-ps-services Tag: nebius-vpngw-v0.5.9 Published: 2026-07-07T15:33:32Z Prerelease: no Release notes: - Added an ESP4 readiness preflight for new gateway VMs and a `misc/fix-vpngw-esp4.sh` repair helper for existing gateways affected by Ubuntu Dirty Frag module-block mitigations. - Added a project mypy check and fixed current static typing errors in the VPN gateway source tree. - Fixed local and release wheel builds by declaring the `vcs-versioning` provider required for the configured `semver-pep440` version scheme. - Fixed release workflow artifact glob resolution so actionlint/shellcheck validation does not depend on unsafe word splitting. - Fixed route command SSH handling so `add-routes-local` BGP route discovery and `list-routes-remote` gateway queries honor configured SSH user and private key settings."},"evidence_pages":[],"related_signals":[{"id":"0a9f005d-89fd-4634-a65d-20ca9bda75d3","url":"https://onlylabs.fyi/signals/0a9f005d-89fd-4634-a65d-20ca9bda75d3","source_url":"https://github.com/nebius/contree-sdk/releases/tag/0.3.4","title":"nebius/contree-sdk 0.3.4","context":"nebius/contree-sdk","kind":{"key":"release","label":"Release"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-07-24T09:21:42+00:00","first_seen_at":"2026-07-25T07:00:31.340845+00:00","date_source":"source"},{"id":"de77ff7d-d762-4bb2-9b60-76150b64dbf2","url":"https://onlylabs.fyi/signals/de77ff7d-d762-4bb2-9b60-76150b64dbf2","source_url":"https://github.com/nebius/terraform-provider-nebius/releases/tag/v0.6.32","title":"nebius/terraform-provider-nebius v0.6.32","context":"nebius/terraform-provider-nebius","kind":{"key":"release","label":"Release"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-07-23T09:49:53+00:00","first_seen_at":"2026-07-24T07:00:32.049822+00:00","date_source":"source"},{"id":"117b9840-d0bf-435f-8d9b-9ff6e807fa41","url":"https://onlylabs.fyi/signals/117b9840-d0bf-435f-8d9b-9ff6e807fa41","source_url":"https://github.com/nebius/terraform-provider-nebius/releases/tag/v0.6.31","title":"nebius/terraform-provider-nebius v0.6.31","context":"nebius/terraform-provider-nebius","kind":{"key":"release","label":"Release"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-07-22T08:29:15+00:00","first_seen_at":"2026-07-23T07:00:31.927897+00:00","date_source":"source"},{"id":"f2579fa0-0166-4dc3-be46-11b17523aac1","url":"https://onlylabs.fyi/signals/f2579fa0-0166-4dc3-be46-11b17523aac1","source_url":"https://github.com/nebius/terraform-provider-nebius/releases/tag/v0.6.30","title":"nebius/terraform-provider-nebius v0.6.30","context":"nebius/terraform-provider-nebius","kind":{"key":"release","label":"Release"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-07-21T08:54:50+00:00","first_seen_at":"2026-07-22T07:00:31.709641+00:00","date_source":"source"},{"id":"5fbc56ab-9c16-4b41-8379-aa9a429cfe84","url":"https://onlylabs.fyi/signals/5fbc56ab-9c16-4b41-8379-aa9a429cfe84","source_url":"https://github.com/nebius/nebius-solutions-library/releases/tag/main-v2026-07-20","title":"nebius/nebius-solutions-library main-v2026-07-20","context":"nebius/nebius-solutions-library","kind":{"key":"release","label":"Release"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-07-20T10:07:09+00:00","first_seen_at":"2026-07-21T07:01:28.903145+00:00","date_source":"source"},{"id":"c0e9c14c-0a30-4b5c-a00c-14f7b314ae70","url":"https://onlylabs.fyi/signals/c0e9c14c-0a30-4b5c-a00c-14f7b314ae70","source_url":"https://github.com/nebius/terraform-provider-nebius/releases/tag/v0.6.29","title":"nebius/terraform-provider-nebius v0.6.29","context":"nebius/terraform-provider-nebius","kind":{"key":"release","label":"Release"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-07-20T08:32:58+00:00","first_seen_at":"2026-07-21T07:01:28.903145+00:00","date_source":"source"}]}