{"schema_version":"onlylabs.public_signal.v1","title":"Snowflake (Arctic) Release: Snowflake-Labs/IAA-Support 0.9.68","description":"Snowflake (Arctic) release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/e92366ff-837f-47b4-b589-238ce3558f88","json_url":"https://onlylabs.fyi/signals/e92366ff-837f-47b4-b589-238ce3558f88/signal.json","generated_at":"2026-06-11T03:37:15.036985+00:00","org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/snowflake","dossier_json_url":"https://onlylabs.fyi/labs/snowflake/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/e92366ff-837f-47b4-b589-238ce3558f88","signal_json":"https://onlylabs.fyi/signals/e92366ff-837f-47b4-b589-238ce3558f88/signal.json","source":"https://github.com/Snowflake-Labs/IAA-Support/releases/tag/0.9.68","lab_dossier":"https://onlylabs.fyi/labs/snowflake","lab_dossier_json":"https://onlylabs.fyi/labs/snowflake/dossier.json","analysis":"https://onlylabs.fyi/analysis/snowflake","analysis_json":"https://onlylabs.fyi/analysis/snowflake/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/snowflake/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":"Snowflake (Arctic) published Snowflake-Labs/IAA-Support 0.9.68 (Snowflake-Labs/IAA-Support). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine version update · Release IAA-Support Repository: Snowflake-Labs/IAA-Support Tag: 0.9.68 Published: 2026-04-13T23:47:38Z Prerelease: no Release notes: Changes: *.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/Snowflake-Labs/IAA-Support/releases/tag/0.9.68","source_host":"github.com","occurred_at":"2026-04-13T23:47:38+00:00","first_seen_at":"2026-06-06T01:50:06.05122+00:00","date_source":"source","context":"Snowflake-Labs/IAA-Support"},"context_markers":[{"label":"Lab","value":"Snowflake (Arctic)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"Snowflake-Labs/IAA-Support","source":"source"},{"label":"Release","value":"Release IAA-Support","source":"source"},{"label":"Notability","value":"Routine version update","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/Snowflake-Labs/IAA-Support/releases/tag/0.9.68"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:37:15.036985+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/e92366ff-837f-47b4-b589-238ce3558f88/signal.json","dossier_json":"https://onlylabs.fyi/labs/snowflake/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/snowflake/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/snowflake/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/e92366ff-837f-47b4-b589-238ce3558f88/signal.json","required":true},{"label":"source","url":"https://github.com/Snowflake-Labs/IAA-Support/releases/tag/0.9.68","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/snowflake/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/snowflake/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 Snowflake (Arctic)'s release signal \"Snowflake-Labs/IAA-Support 0.9.68\" for neocloud strategy."},"semantic_triples":[{"subject":"Snowflake (Arctic)","predicate":"released","object":"Snowflake-Labs/IAA-Support 0.9.68","text":"Snowflake (Arctic) released Snowflake-Labs/IAA-Support 0.9.68."},{"subject":"Snowflake-Labs/IAA-Support 0.9.68","predicate":"is classified as","object":"release signal","text":"Snowflake-Labs/IAA-Support 0.9.68 is classified as release signal."},{"subject":"Snowflake-Labs/IAA-Support 0.9.68","predicate":"belongs to","object":"releases desk","text":"Snowflake-Labs/IAA-Support 0.9.68 belongs to releases desk."},{"subject":"Snowflake-Labs/IAA-Support 0.9.68","predicate":"has context","object":"Snowflake-Labs/IAA-Support","text":"Snowflake-Labs/IAA-Support 0.9.68 has context Snowflake-Labs/IAA-Support."},{"subject":"Snowflake-Labs/IAA-Support 0.9.68","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Snowflake-Labs/IAA-Support 0.9.68 has evidence coverage 1 captured evidence page."},{"subject":"Snowflake-Labs/IAA-Support 0.9.68","predicate":"has captured page count","object":"1","text":"Snowflake-Labs/IAA-Support 0.9.68 has captured page count 1."},{"subject":"Snowflake-Labs/IAA-Support 0.9.68","predicate":"has readable page count","object":"1","text":"Snowflake-Labs/IAA-Support 0.9.68 has readable page count 1."},{"subject":"Snowflake-Labs/IAA-Support 0.9.68","predicate":"has related signal count","object":"6","text":"Snowflake-Labs/IAA-Support 0.9.68 has related signal count 6."},{"subject":"Snowflake-Labs/IAA-Support 0.9.68","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":"Snowflake-Labs/IAA-Support 0.9.68 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"Snowflake-Labs/IAA-Support 0.9.68","predicate":"has source host","object":"github.com","text":"Snowflake-Labs/IAA-Support 0.9.68 has source host github.com."},{"subject":"Snowflake-Labs/IAA-Support 0.9.68","predicate":"has lab","object":"Snowflake (Arctic)","text":"Snowflake-Labs/IAA-Support 0.9.68 has lab Snowflake (Arctic)."},{"subject":"Snowflake-Labs/IAA-Support 0.9.68","predicate":"has signal desk","object":"releases","text":"Snowflake-Labs/IAA-Support 0.9.68 has signal desk releases."},{"subject":"Snowflake-Labs/IAA-Support 0.9.68","predicate":"has source host","object":"github.com","text":"Snowflake-Labs/IAA-Support 0.9.68 has source host github.com."},{"subject":"Snowflake-Labs/IAA-Support 0.9.68","predicate":"has repository","object":"Snowflake-Labs/IAA-Support","text":"Snowflake-Labs/IAA-Support 0.9.68 has repository Snowflake-Labs/IAA-Support."},{"subject":"Snowflake-Labs/IAA-Support 0.9.68","predicate":"has release","object":"Release IAA-Support","text":"Snowflake-Labs/IAA-Support 0.9.68 has release Release IAA-Support."},{"subject":"Snowflake-Labs/IAA-Support 0.9.68","predicate":"has notability","object":"Routine version update","text":"Snowflake-Labs/IAA-Support 0.9.68 has notability Routine version update."}]},"intelligence":{"signal_desk":"releases","answer":"Snowflake (Arctic) published Snowflake-Labs/IAA-Support 0.9.68 (Snowflake-Labs/IAA-Support). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine version update · Release IAA-Support Repository: Snowflake-Labs/IAA-Support Tag: 0.9.68 Published: 2026-04-13T23:47:38Z Prerelease: no Release notes: Changes: *.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Snowflake (Arctic)","predicate":"released","object":"Snowflake-Labs/IAA-Support 0.9.68","text":"Snowflake (Arctic) released Snowflake-Labs/IAA-Support 0.9.68."},{"subject":"Snowflake-Labs/IAA-Support 0.9.68","predicate":"is classified as","object":"release signal","text":"Snowflake-Labs/IAA-Support 0.9.68 is classified as release signal."},{"subject":"Snowflake-Labs/IAA-Support 0.9.68","predicate":"belongs to","object":"releases desk","text":"Snowflake-Labs/IAA-Support 0.9.68 belongs to releases desk."},{"subject":"Snowflake-Labs/IAA-Support 0.9.68","predicate":"has context","object":"Snowflake-Labs/IAA-Support","text":"Snowflake-Labs/IAA-Support 0.9.68 has context Snowflake-Labs/IAA-Support."},{"subject":"Snowflake-Labs/IAA-Support 0.9.68","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Snowflake-Labs/IAA-Support 0.9.68 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"e92366ff-837f-47b4-b589-238ce3558f88","url":"https://onlylabs.fyi/signals/e92366ff-837f-47b4-b589-238ce3558f88","json_url":"https://onlylabs.fyi/signals/e92366ff-837f-47b4-b589-238ce3558f88/signal.json","source_url":"https://github.com/Snowflake-Labs/IAA-Support/releases/tag/0.9.68","title":"Snowflake-Labs/IAA-Support 0.9.68","summary":"Snowflake (Arctic) published release notes. onlylabs watches releases for what actually shipped.","context":"Snowflake-Labs/IAA-Support","kind":{"key":"release","label":"Release"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-04-13T23:47:38+00:00","first_seen_at":"2026-06-06T01:50:06.05122+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/Snowflake-Labs/IAA-Support/releases/tag/0.9.68"]},"facets":{"repo":"Snowflake-Labs/IAA-Support"},"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/Snowflake-Labs/IAA-Support/releases/tag/0.9.68","final_url":"https://github.com/Snowflake-Labs/IAA-Support/releases/tag/0.9.68","title":"Snowflake-Labs/IAA-Support 0.9.68","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:37:15.036985+00:00","bytes":2665,"raw_path":"d8cf7a613f358bf8ed3bb86fbc25a710bee705269f3c0109eb983d5d53b81c12.json","content_hash":"454417d3de11d787212d149afa0e9500ce1a813ee46b061a8c6ca58db580b530","excerpt_chars":1200,"truncated":false,"excerpt":"Release IAA-Support Repository: Snowflake-Labs/IAA-Support Tag: 0.9.68 Published: 2026-04-13T23:47:38Z Prerelease: no Release notes: Changes: * 7f5e0e79b0292fd7ef39e2cee4eb006d115dbef9 Update Schema version 0.9.68 This list of changes was [auto generated](https://dev.azure.com/snowsit/SnowflakeSIT/_build/results?buildId=44653&view=logs)."},"evidence_pages":[{"url":"https://github.com/Snowflake-Labs/IAA-Support/releases/tag/0.9.68","final_url":"https://github.com/Snowflake-Labs/IAA-Support/releases/tag/0.9.68","title":"Snowflake-Labs/IAA-Support 0.9.68","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:37:15.036985+00:00","bytes":2665,"raw_path":"d8cf7a613f358bf8ed3bb86fbc25a710bee705269f3c0109eb983d5d53b81c12.json","content_hash":"454417d3de11d787212d149afa0e9500ce1a813ee46b061a8c6ca58db580b530","excerpt_chars":1200,"truncated":false,"excerpt":"Release IAA-Support Repository: Snowflake-Labs/IAA-Support Tag: 0.9.68 Published: 2026-04-13T23:47:38Z Prerelease: no Release notes: Changes: * 7f5e0e79b0292fd7ef39e2cee4eb006d115dbef9 Update Schema version 0.9.68 This list of changes was [auto generated](https://dev.azure.com/snowsit/SnowflakeSIT/_build/results?buildId=44653&view=logs)."}],"related_signals":[{"id":"4d88272c-1221-41d8-898a-eda992a287c2","url":"https://onlylabs.fyi/signals/4d88272c-1221-41d8-898a-eda992a287c2","source_url":"https://github.com/Snowflake-Labs/dbt_semantic_view/releases/tag/v1.0.5","title":"Snowflake-Labs/dbt_semantic_view v1.0.5","context":"Snowflake-Labs/dbt_semantic_view","kind":{"key":"release","label":"Release"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-05-18T06:15:29+00:00","first_seen_at":"2026-06-06T01:50:06.05122+00:00","date_source":"source"},{"id":"7aa0c824-c174-41ff-acfd-ff78662200ab","url":"https://onlylabs.fyi/signals/7aa0c824-c174-41ff-acfd-ff78662200ab","source_url":"https://github.com/Snowflake-Labs/mcp/releases/tag/v.1.4.2","title":"Snowflake-Labs/mcp v.1.4.2","context":"Snowflake-Labs/mcp","kind":{"key":"release","label":"Release"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-05-15T16:30:51+00:00","first_seen_at":"2026-06-06T01:50:06.05122+00:00","date_source":"source"},{"id":"eb83ddc7-0833-4e6b-90d8-9a1348904958","url":"https://onlylabs.fyi/signals/eb83ddc7-0833-4e6b-90d8-9a1348904958","source_url":"https://github.com/Snowflake-Labs/IAA-Support/releases/tag/0.9.79","title":"Snowflake-Labs/IAA-Support 0.9.79","context":"Snowflake-Labs/IAA-Support","kind":{"key":"release","label":"Release"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-05-14T13:13:44+00:00","first_seen_at":"2026-06-06T01:50:06.05122+00:00","date_source":"source"},{"id":"72d7a562-9536-4524-993b-4326a382208c","url":"https://onlylabs.fyi/signals/72d7a562-9536-4524-993b-4326a382208c","source_url":"https://github.com/Snowflake-Labs/pg_lake/releases/tag/v3.3.4","title":"Snowflake-Labs/pg_lake v3.3.4","context":"Snowflake-Labs/pg_lake","kind":{"key":"release","label":"Release"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-05-13T20:22:56+00:00","first_seen_at":"2026-06-05T22:32:24.605515+00:00","date_source":"source"},{"id":"3fafc8fb-79f0-4c42-be40-cd2f7ebf1ba8","url":"https://onlylabs.fyi/signals/3fafc8fb-79f0-4c42-be40-cd2f7ebf1ba8","source_url":"https://github.com/Snowflake-Labs/dbt_semantic_view/releases/tag/v1.0.4","title":"Snowflake-Labs/dbt_semantic_view v1.0.4","context":"Snowflake-Labs/dbt_semantic_view","kind":{"key":"release","label":"Release"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-05-13T17:31:50+00:00","first_seen_at":"2026-06-06T01:50:06.05122+00:00","date_source":"source"},{"id":"04e9844f-9ee4-49d3-89bc-f5e0059651f7","url":"https://onlylabs.fyi/signals/04e9844f-9ee4-49d3-89bc-f5e0059651f7","source_url":"https://github.com/Snowflake-Labs/terraform-snowflake-workload-identity-federation/releases/tag/v0.5.1","title":"Snowflake-Labs/terraform-snowflake-workload-identity-federation v0.5.1","context":"Snowflake-Labs/terraform-snowflake-workload-identity-federation","kind":{"key":"release","label":"Release"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-05-12T20:20:49+00:00","first_seen_at":"2026-06-05T22:32:24.605515+00:00","date_source":"source"}]}