{"schema_version":"onlylabs.public_signal.v1","title":"Snowflake (Arctic) Repo: Snowflake-Labs/automated-intelligence-dev-day-2026-hol","description":"Snowflake (Arctic) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/f9a1c5bd-7613-4d48-a12d-1bb157c462ab","json_url":"https://onlylabs.fyi/signals/f9a1c5bd-7613-4d48-a12d-1bb157c462ab/signal.json","generated_at":"2026-06-11T02:42:22.698095+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/f9a1c5bd-7613-4d48-a12d-1bb157c462ab","signal_json":"https://onlylabs.fyi/signals/f9a1c5bd-7613-4d48-a12d-1bb157c462ab/signal.json","source":"https://github.com/Snowflake-Labs/automated-intelligence-dev-day-2026-hol","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":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Snowflake (Arctic) published Snowflake-Labs/automated-intelligence-dev-day-2026-hol (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo Snowflake-Labs/automated-intelligence-dev-day-2026-hol · language Python · Routine repo, very low traction. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/Snowflake-Labs/automated-intelligence-dev-day-2026-hol","source_host":"github.com","occurred_at":"2026-04-29T14:22:15+00:00","first_seen_at":"2026-06-05T22:32:24.605515+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Snowflake (Arctic)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"5","source":"traction"},{"label":"Notability","value":"Routine repo, very low traction","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"},{"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/Snowflake-Labs/automated-intelligence-dev-day-2026-hol"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:42:22.698095+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/f9a1c5bd-7613-4d48-a12d-1bb157c462ab/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":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/f9a1c5bd-7613-4d48-a12d-1bb157c462ab/signal.json","required":true},{"label":"source","url":"https://github.com/Snowflake-Labs/automated-intelligence-dev-day-2026-hol","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":null,"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 repo signal \"Snowflake-Labs/automated-intelligence-dev-day-2026-hol\" for neocloud strategy."},"semantic_triples":[{"subject":"Snowflake (Arctic)","predicate":"published repo","object":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol","text":"Snowflake (Arctic) published repo Snowflake-Labs/automated-intelligence-dev-day-2026-hol."},{"subject":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol","predicate":"is classified as","object":"repo signal","text":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol is classified as repo signal."},{"subject":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol","predicate":"belongs to","object":"repos desk","text":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol belongs to repos desk."},{"subject":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol","predicate":"has context","object":"Python","text":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol has context Python."},{"subject":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol has evidence coverage 1 captured evidence page."},{"subject":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol","predicate":"has captured page count","object":"1","text":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol has captured page count 1."},{"subject":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol","predicate":"has readable page count","object":"1","text":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol has readable page count 1."},{"subject":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol","predicate":"has related signal count","object":"6","text":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol has related signal count 6."},{"subject":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol","predicate":"has source host","object":"github.com","text":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol has source host github.com."},{"subject":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol","predicate":"has lab","object":"Snowflake (Arctic)","text":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol has lab Snowflake (Arctic)."},{"subject":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol","predicate":"has signal desk","object":"repos","text":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol has signal desk repos."},{"subject":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol","predicate":"has source host","object":"github.com","text":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol has source host github.com."},{"subject":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol","predicate":"has repository","object":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol","text":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol has repository Snowflake-Labs/automated-intelligence-dev-day-2026-hol."},{"subject":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol","predicate":"has language","object":"Python","text":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol has language Python."},{"subject":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol","predicate":"has stars","object":"5","text":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol has stars 5."},{"subject":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol","predicate":"has notability","object":"Routine repo, very low traction","text":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol has notability Routine repo, very low traction."},{"subject":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol","predicate":"has watch term","object":"Eval methodology","text":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol has watch term Eval methodology."}]},"intelligence":{"signal_desk":"repos","answer":"Snowflake (Arctic) published Snowflake-Labs/automated-intelligence-dev-day-2026-hol (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo Snowflake-Labs/automated-intelligence-dev-day-2026-hol · language Python · Routine repo, very low traction. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Snowflake (Arctic)","predicate":"published repo","object":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol","text":"Snowflake (Arctic) published repo Snowflake-Labs/automated-intelligence-dev-day-2026-hol."},{"subject":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol","predicate":"is classified as","object":"repo signal","text":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol is classified as repo signal."},{"subject":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol","predicate":"belongs to","object":"repos desk","text":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol belongs to repos desk."},{"subject":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol","predicate":"has context","object":"Python","text":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol has context Python."},{"subject":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol has evidence coverage 1 captured evidence page."}]},"signal":{"id":"f9a1c5bd-7613-4d48-a12d-1bb157c462ab","url":"https://onlylabs.fyi/signals/f9a1c5bd-7613-4d48-a12d-1bb157c462ab","json_url":"https://onlylabs.fyi/signals/f9a1c5bd-7613-4d48-a12d-1bb157c462ab/signal.json","source_url":"https://github.com/Snowflake-Labs/automated-intelligence-dev-day-2026-hol","title":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol","summary":"Snowflake (Arctic) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-04-29T14:22:15+00:00","first_seen_at":"2026-06-05T22:32:24.605515+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/automated-intelligence-dev-day-2026-hol"]},"facets":{"repo":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol","language":"Python"},"traction":{"github_stars":5,"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/automated-intelligence-dev-day-2026-hol","final_url":"https://github.com/Snowflake-Labs/automated-intelligence-dev-day-2026-hol","title":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:42:22.698095+00:00","bytes":39253,"raw_path":"23e339c6b9d183cd73e69adf20801243516b1acf0bd7857ea1455856162f8cde.json","content_hash":"b581e96838e188fbb446cc7a164276039043f1bb824b1dd58f2ea517821be3c4","excerpt_chars":1200,"truncated":true,"excerpt":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol Description: 75-minute hands-on lab: Automated Intelligence with Snowflake Language: Python License: Apache-2.0 Stars: 5 Forks: 5 Open issues: 0 Created: 2026-04-29T14:22:15Z Pushed: 2026-06-04T16:53:40Z Default branch: main Fork: no Archived: no README: Build an End-to-End Application Using CoCo on Snowflake Overview In this hands-on lab, you'll build a complete AI-powered retail analytics platform entirely within Snowflake — no external infrastructure required. Using Snowflake CoCo as your AI-assisted development environment, you'll work through the full data lifecycle: stream real-time orders via Snowpipe Streaming, MERGE them into production tables with Gen2 Warehouses, transform them through a 3-tier Dynamic Tables pipeline, and serve them with Interactive Tables for low-latency point lookups. You'll build analytical models with dbt, monitor data quality with Data Metric Functions, and create custom CoCo skills for reusable workflows. Tie it all together with Snowflake CoWork — a conversational AI interface where a Cortex Agent orchestrates Cortex Analyst and Agentic Search to answer \"what happened\" and \"why\" from both..."},"evidence_pages":[{"url":"https://github.com/Snowflake-Labs/automated-intelligence-dev-day-2026-hol","final_url":"https://github.com/Snowflake-Labs/automated-intelligence-dev-day-2026-hol","title":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:42:22.698095+00:00","bytes":39253,"raw_path":"23e339c6b9d183cd73e69adf20801243516b1acf0bd7857ea1455856162f8cde.json","content_hash":"b581e96838e188fbb446cc7a164276039043f1bb824b1dd58f2ea517821be3c4","excerpt_chars":1200,"truncated":true,"excerpt":"Snowflake-Labs/automated-intelligence-dev-day-2026-hol Description: 75-minute hands-on lab: Automated Intelligence with Snowflake Language: Python License: Apache-2.0 Stars: 5 Forks: 5 Open issues: 0 Created: 2026-04-29T14:22:15Z Pushed: 2026-06-04T16:53:40Z Default branch: main Fork: no Archived: no README: Build an End-to-End Application Using CoCo on Snowflake Overview In this hands-on lab, you'll build a complete AI-powered retail analytics platform entirely within Snowflake — no external infrastructure required. Using Snowflake CoCo as your AI-assisted development environment, you'll work through the full data lifecycle: stream real-time orders via Snowpipe Streaming, MERGE them into production tables with Gen2 Warehouses, transform them through a 3-tier Dynamic Tables pipeline, and serve them with Interactive Tables for low-latency point lookups. You'll build analytical models with dbt, monitor data quality with Data Metric Functions, and create custom CoCo skills for reusable workflows. 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