{"schema_version":"onlylabs.public_signal.v1","title":"Groq Release: groq/k8s-wif-webhook v0.5.1","description":"Groq release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/7b753331-ac24-4efd-b1d2-3be1e36d3df2","json_url":"https://onlylabs.fyi/signals/7b753331-ac24-4efd-b1d2-3be1e36d3df2/signal.json","generated_at":"2026-06-11T04:06:38.282493+00:00","org":{"slug":"groq","name":"Groq","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/groq","dossier_json_url":"https://onlylabs.fyi/labs/groq/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/7b753331-ac24-4efd-b1d2-3be1e36d3df2","signal_json":"https://onlylabs.fyi/signals/7b753331-ac24-4efd-b1d2-3be1e36d3df2/signal.json","source":"https://github.com/groq/k8s-wif-webhook/releases/tag/v0.5.1","lab_dossier":"https://onlylabs.fyi/labs/groq","lab_dossier_json":"https://onlylabs.fyi/labs/groq/dossier.json","analysis":"https://onlylabs.fyi/analysis/groq","analysis_json":"https://onlylabs.fyi/analysis/groq/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/groq/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":"Groq published groq/k8s-wif-webhook v0.5.1 (groq/k8s-wif-webhook). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine patch release of a Kubernetes tool. · v0.5.1 Repository: groq/k8s-wif-webhook Tag: v0.5.1 Published: 2025-07-04T04:03:54Z Prerelease: no Release notes:.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/groq/k8s-wif-webhook/releases/tag/v0.5.1","source_host":"github.com","occurred_at":"2025-07-04T04:03:54+00:00","first_seen_at":"2026-06-05T22:32:07.605043+00:00","date_source":"source","context":"groq/k8s-wif-webhook"},"context_markers":[{"label":"Lab","value":"Groq","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"groq/k8s-wif-webhook","source":"source"},{"label":"Release","value":"v0.5.1","source":"source"},{"label":"Notability","value":"Routine patch release of a Kubernetes tool.","source":"signal"}],"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/groq/k8s-wif-webhook/releases/tag/v0.5.1"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:06:38.282493+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/7b753331-ac24-4efd-b1d2-3be1e36d3df2/signal.json","dossier_json":"https://onlylabs.fyi/labs/groq/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/groq/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/groq/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/7b753331-ac24-4efd-b1d2-3be1e36d3df2/signal.json","required":true},{"label":"source","url":"https://github.com/groq/k8s-wif-webhook/releases/tag/v0.5.1","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/groq/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/groq/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 Groq's release signal \"groq/k8s-wif-webhook v0.5.1\" for neocloud strategy."},"semantic_triples":[{"subject":"Groq","predicate":"released","object":"groq/k8s-wif-webhook v0.5.1","text":"Groq released groq/k8s-wif-webhook v0.5.1."},{"subject":"groq/k8s-wif-webhook v0.5.1","predicate":"is classified as","object":"release signal","text":"groq/k8s-wif-webhook v0.5.1 is classified as release signal."},{"subject":"groq/k8s-wif-webhook v0.5.1","predicate":"belongs to","object":"releases desk","text":"groq/k8s-wif-webhook v0.5.1 belongs to releases desk."},{"subject":"groq/k8s-wif-webhook v0.5.1","predicate":"has context","object":"groq/k8s-wif-webhook","text":"groq/k8s-wif-webhook v0.5.1 has context groq/k8s-wif-webhook."},{"subject":"groq/k8s-wif-webhook v0.5.1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"groq/k8s-wif-webhook v0.5.1 has evidence coverage 1 captured evidence page."},{"subject":"groq/k8s-wif-webhook v0.5.1","predicate":"has captured page count","object":"1","text":"groq/k8s-wif-webhook v0.5.1 has captured page count 1."},{"subject":"groq/k8s-wif-webhook v0.5.1","predicate":"has readable page count","object":"1","text":"groq/k8s-wif-webhook v0.5.1 has readable page count 1."},{"subject":"groq/k8s-wif-webhook v0.5.1","predicate":"has related signal count","object":"6","text":"groq/k8s-wif-webhook v0.5.1 has related signal count 6."},{"subject":"groq/k8s-wif-webhook v0.5.1","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":"groq/k8s-wif-webhook v0.5.1 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"groq/k8s-wif-webhook v0.5.1","predicate":"has source host","object":"github.com","text":"groq/k8s-wif-webhook v0.5.1 has source host github.com."},{"subject":"groq/k8s-wif-webhook v0.5.1","predicate":"has lab","object":"Groq","text":"groq/k8s-wif-webhook v0.5.1 has lab Groq."},{"subject":"groq/k8s-wif-webhook v0.5.1","predicate":"has signal desk","object":"releases","text":"groq/k8s-wif-webhook v0.5.1 has signal desk releases."},{"subject":"groq/k8s-wif-webhook v0.5.1","predicate":"has source host","object":"github.com","text":"groq/k8s-wif-webhook v0.5.1 has source host github.com."},{"subject":"groq/k8s-wif-webhook v0.5.1","predicate":"has repository","object":"groq/k8s-wif-webhook","text":"groq/k8s-wif-webhook v0.5.1 has repository groq/k8s-wif-webhook."},{"subject":"groq/k8s-wif-webhook v0.5.1","predicate":"has release","object":"v0.5.1","text":"groq/k8s-wif-webhook v0.5.1 has release v0.5.1."},{"subject":"groq/k8s-wif-webhook v0.5.1","predicate":"has notability","object":"Routine patch release of a Kubernetes tool.","text":"groq/k8s-wif-webhook v0.5.1 has notability Routine patch release of a Kubernetes tool.."}]},"intelligence":{"signal_desk":"releases","answer":"Groq published groq/k8s-wif-webhook v0.5.1 (groq/k8s-wif-webhook). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine patch release of a Kubernetes tool. · v0.5.1 Repository: groq/k8s-wif-webhook Tag: v0.5.1 Published: 2025-07-04T04:03:54Z Prerelease: no Release notes:.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Groq","predicate":"released","object":"groq/k8s-wif-webhook v0.5.1","text":"Groq released groq/k8s-wif-webhook v0.5.1."},{"subject":"groq/k8s-wif-webhook v0.5.1","predicate":"is classified as","object":"release signal","text":"groq/k8s-wif-webhook v0.5.1 is classified as release signal."},{"subject":"groq/k8s-wif-webhook v0.5.1","predicate":"belongs to","object":"releases desk","text":"groq/k8s-wif-webhook v0.5.1 belongs to releases desk."},{"subject":"groq/k8s-wif-webhook v0.5.1","predicate":"has context","object":"groq/k8s-wif-webhook","text":"groq/k8s-wif-webhook v0.5.1 has context groq/k8s-wif-webhook."},{"subject":"groq/k8s-wif-webhook v0.5.1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"groq/k8s-wif-webhook v0.5.1 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"7b753331-ac24-4efd-b1d2-3be1e36d3df2","url":"https://onlylabs.fyi/signals/7b753331-ac24-4efd-b1d2-3be1e36d3df2","json_url":"https://onlylabs.fyi/signals/7b753331-ac24-4efd-b1d2-3be1e36d3df2/signal.json","source_url":"https://github.com/groq/k8s-wif-webhook/releases/tag/v0.5.1","title":"groq/k8s-wif-webhook v0.5.1","summary":"Groq published release notes. onlylabs watches releases for what actually shipped.","context":"groq/k8s-wif-webhook","kind":{"key":"release","label":"Release"},"org":{"slug":"groq","name":"Groq","category":"neocloud"},"occurred_at":"2025-07-04T04:03:54+00:00","first_seen_at":"2026-06-05T22:32:07.605043+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/groq/k8s-wif-webhook/releases/tag/v0.5.1"]},"facets":{"repo":"groq/k8s-wif-webhook"},"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":{"url":"https://github.com/groq/k8s-wif-webhook/releases/tag/v0.5.1","final_url":"https://github.com/groq/k8s-wif-webhook/releases/tag/v0.5.1","title":"groq/k8s-wif-webhook 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