{"schema_version":"onlylabs.public_signal.v1","title":"Snowflake (Arctic) Repo: Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension","description":"Snowflake (Arctic) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/f706f778-8ddc-4a85-adfb-e31ad4499dcc","json_url":"https://onlylabs.fyi/signals/f706f778-8ddc-4a85-adfb-e31ad4499dcc/signal.json","generated_at":"2026-10-12T17:23:25.664Z","evidence_latest_fetched_at":"2026-09-29T07:03:25.795883+00:00","signal_first_seen_at":"2026-09-29T07:01:09.214904+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/f706f778-8ddc-4a85-adfb-e31ad4499dcc","signal_json":"https://onlylabs.fyi/signals/f706f778-8ddc-4a85-adfb-e31ad4499dcc/signal.json","source":"https://github.com/Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension","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/sfguide-getting-started-with-remote-development-vscode-extension (Jupyter Notebook). 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/sfguide-getting-started-with-remote-development-vscode-extension · language Jupyter Notebook. 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/sfguide-getting-started-with-remote-development-vscode-extension","source_host":"github.com","occurred_at":"2026-09-16T22:12:13+00:00","first_seen_at":"2026-09-29T07:01:09.214904+00:00","date_source":"source","context":"Jupyter Notebook"},"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/sfguide-getting-started-with-remote-development-vscode-extension","source":"source"},{"label":"Language","value":"Jupyter Notebook","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/sfguide-getting-started-with-remote-development-vscode-extension"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-09-29T07:03:25.795883+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/f706f778-8ddc-4a85-adfb-e31ad4499dcc/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/f706f778-8ddc-4a85-adfb-e31ad4499dcc/signal.json","required":true},{"label":"source","url":"https://github.com/Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension","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/sfguide-getting-started-with-remote-development-vscode-extension\" for neocloud strategy."},"semantic_triples":[{"subject":"Snowflake (Arctic)","predicate":"published repo","object":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension","text":"Snowflake (Arctic) published repo Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension."},{"subject":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension","predicate":"is classified as","object":"repo signal","text":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension is classified as repo signal."},{"subject":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension","predicate":"belongs to","object":"repos desk","text":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension belongs to repos desk."},{"subject":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension","predicate":"has context","object":"Jupyter Notebook","text":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension has context Jupyter Notebook."},{"subject":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension has evidence coverage 1 captured evidence page."},{"subject":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension","predicate":"has captured page count","object":"1","text":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension has captured page count 1."},{"subject":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension","predicate":"has readable page count","object":"1","text":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension has readable page count 1."},{"subject":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension","predicate":"has related signal count","object":"6","text":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension has related signal count 6."},{"subject":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension","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/sfguide-getting-started-with-remote-development-vscode-extension 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/sfguide-getting-started-with-remote-development-vscode-extension","predicate":"has source host","object":"github.com","text":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension has source host github.com."},{"subject":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension","predicate":"has lab","object":"Snowflake (Arctic)","text":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension has lab Snowflake (Arctic)."},{"subject":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension","predicate":"has signal desk","object":"repos","text":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension has signal desk repos."},{"subject":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension","predicate":"has source host","object":"github.com","text":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension has source host github.com."},{"subject":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension","predicate":"has repository","object":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension","text":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension has repository Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension."},{"subject":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension","predicate":"has language","object":"Jupyter Notebook","text":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension has language Jupyter Notebook."}]},"intelligence":{"signal_desk":"repos","answer":"Snowflake (Arctic) published Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension (Jupyter Notebook). 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/sfguide-getting-started-with-remote-development-vscode-extension · language Jupyter Notebook. 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/sfguide-getting-started-with-remote-development-vscode-extension","text":"Snowflake (Arctic) published repo Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension."},{"subject":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension","predicate":"is classified as","object":"repo signal","text":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension is classified as repo signal."},{"subject":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension","predicate":"belongs to","object":"repos desk","text":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension belongs to repos desk."},{"subject":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension","predicate":"has context","object":"Jupyter Notebook","text":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension has context Jupyter Notebook."},{"subject":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension has evidence coverage 1 captured evidence page."}]},"signal":{"id":"f706f778-8ddc-4a85-adfb-e31ad4499dcc","url":"https://onlylabs.fyi/signals/f706f778-8ddc-4a85-adfb-e31ad4499dcc","json_url":"https://onlylabs.fyi/signals/f706f778-8ddc-4a85-adfb-e31ad4499dcc/signal.json","source_url":"https://github.com/Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension","title":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension","summary":"Snowflake (Arctic) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-09-16T22:12:13+00:00","first_seen_at":"2026-09-29T07:01:09.214904+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/sfguide-getting-started-with-remote-development-vscode-extension"]},"facets":{"repo":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension","language":"Jupyter Notebook"},"traction":{"github_stars":0,"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/Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension","final_url":"https://github.com/Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension","title":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-09-29T07:03:25.795883+00:00","bytes":13074,"raw_path":"83bcc9810b7c68fc7676edfc6d3a73acd10a1937fc74dbf9eb3eefa985f23b14.json","content_hash":"6ae669203a86fc425f93b28d0b7e581449bc7b92510a0ab6e2f37fe45abeb91e","excerpt_chars":1200,"truncated":true,"excerpt":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension Description: Companion repo for Getting Started with Remote Development in the Snowflake VS Code Extension Quickstart Language: Jupyter Notebook License: Apache-2.0 Stars: 0 Forks: 0 Open issues: 0 Created: 2026-09-16T22:12:13Z Pushed: 2026-09-16T22:12:51Z Default branch: main Fork: no Archived: no README: sfguide-getting-started-with-remote-development-vscode-extension Companion repo for the Snowflake Quickstart **Getting Started with Remote Development in the Snowflake VS Code Extension**. Companion to the Quickstart at: https://quickstarts.snowflake.com/guide/get-started-with-remote-development-snowflake-vscode-extension/ What's here - **setup.sql** – Stands up the `tb_101` Tasty Bytes database, external stage, all raw tables, `COPY INTO` for every table (~1B rows total on a Large warehouse), the compute pool for the remote notebook service, the external access integration for GitHub + PyPI, the **Pelmorex Weather Source: Frostbyte** Marketplace share (acquired programmatically), and a Snowflake Workspace. - **cleanup.sql** – Drops everything `setup.sql` created. - **forecast.ipynb** – The Jupyter..."},"evidence_pages":[],"related_signals":[{"id":"020f54ac-8a16-4a95-885e-50b152c1226c","url":"https://onlylabs.fyi/signals/020f54ac-8a16-4a95-885e-50b152c1226c","source_url":"https://github.com/Snowflake-Labs/expedition-2026-day-2-hol","title":"Snowflake-Labs/expedition-2026-day-2-hol","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-10-06T23:55:12+00:00","first_seen_at":"2026-10-10T07:01:08.089453+00:00","date_source":"source"},{"id":"66e367e9-642c-412b-a80c-1dbdb52657ab","url":"https://onlylabs.fyi/signals/66e367e9-642c-412b-a80c-1dbdb52657ab","source_url":"https://github.com/Snowflake-Labs/decision-models-in-snowflake-model-registry","title":"Snowflake-Labs/decision-models-in-snowflake-model-registry","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-10-01T13:38:02+00:00","first_seen_at":"2026-10-06T07:01:05.203432+00:00","date_source":"source"},{"id":"60b9b65a-f3ae-44d0-9bbe-8ed86292c4ae","url":"https://onlylabs.fyi/signals/60b9b65a-f3ae-44d0-9bbe-8ed86292c4ae","source_url":"https://github.com/Snowflake-Labs/sfguide-run-python-and-spark-jobs-with-code-bundles","title":"Snowflake-Labs/sfguide-run-python-and-spark-jobs-with-code-bundles","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-09-21T16:35:15+00:00","first_seen_at":"2026-09-22T07:01:02.300044+00:00","date_source":"source"},{"id":"fe581598-1605-4b6a-8f8c-5f842ade9dbd","url":"https://onlylabs.fyi/signals/fe581598-1605-4b6a-8f8c-5f842ade9dbd","source_url":"https://github.com/Snowflake-Labs/swt-tokyo-2026-coco","title":"Snowflake-Labs/swt-tokyo-2026-coco","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-09-01T17:12:08+00:00","first_seen_at":"2026-09-09T07:01:04.812029+00:00","date_source":"source"},{"id":"7dab0bb8-a52d-47e5-b862-fee50c9330c6","url":"https://onlylabs.fyi/signals/7dab0bb8-a52d-47e5-b862-fee50c9330c6","source_url":"https://github.com/Snowflake-Labs/sf-samples-jp","title":"Snowflake-Labs/sf-samples-jp","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-09-01T07:05:18+00:00","first_seen_at":"2026-10-06T07:01:05.203432+00:00","date_source":"source"},{"id":"921b8de6-33f4-4b44-8cf8-78094e993c07","url":"https://onlylabs.fyi/signals/921b8de6-33f4-4b44-8cf8-78094e993c07","source_url":"https://github.com/Snowflake-Labs/data-eng-bench","title":"Snowflake-Labs/data-eng-bench","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-07-29T20:29:19+00:00","first_seen_at":"2026-07-31T07:01:01.982389+00:00","date_source":"source"}]}