{"schema_version":"onlylabs.public_signal.v1","title":"Databricks (DBRX) Repo: databricks/cloud-latency-map","description":"Databricks (DBRX) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/8b13f294-ea26-44c3-8fe1-e3ff04ff784e","json_url":"https://onlylabs.fyi/signals/8b13f294-ea26-44c3-8fe1-e3ff04ff784e/signal.json","generated_at":"2026-06-11T04:08:07.753357+00:00","org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/databricks","dossier_json_url":"https://onlylabs.fyi/labs/databricks/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/8b13f294-ea26-44c3-8fe1-e3ff04ff784e","signal_json":"https://onlylabs.fyi/signals/8b13f294-ea26-44c3-8fe1-e3ff04ff784e/signal.json","source":"https://github.com/databricks/cloud-latency-map","lab_dossier":"https://onlylabs.fyi/labs/databricks","lab_dossier_json":"https://onlylabs.fyi/labs/databricks/dossier.json","analysis":"https://onlylabs.fyi/analysis/databricks","analysis_json":"https://onlylabs.fyi/analysis/databricks/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/databricks/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":"Databricks (DBRX) published databricks/cloud-latency-map (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo databricks/cloud-latency-map · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/databricks/cloud-latency-map","source_host":"github.com","occurred_at":"2023-01-09T20:43:38+00:00","first_seen_at":"2026-06-05T22:32:24.372839+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Databricks (DBRX)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"databricks/cloud-latency-map","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"11","source":"traction"}],"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/databricks/cloud-latency-map"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:08:07.753357+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/8b13f294-ea26-44c3-8fe1-e3ff04ff784e/signal.json","dossier_json":"https://onlylabs.fyi/labs/databricks/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/databricks/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/databricks/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/8b13f294-ea26-44c3-8fe1-e3ff04ff784e/signal.json","required":true},{"label":"source","url":"https://github.com/databricks/cloud-latency-map","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/databricks/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/databricks/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 Databricks (DBRX)'s repo signal \"databricks/cloud-latency-map\" for neocloud strategy."},"semantic_triples":[{"subject":"Databricks (DBRX)","predicate":"published repo","object":"databricks/cloud-latency-map","text":"Databricks (DBRX) published repo databricks/cloud-latency-map."},{"subject":"databricks/cloud-latency-map","predicate":"is classified as","object":"repo signal","text":"databricks/cloud-latency-map is classified as repo signal."},{"subject":"databricks/cloud-latency-map","predicate":"belongs to","object":"repos desk","text":"databricks/cloud-latency-map belongs to repos desk."},{"subject":"databricks/cloud-latency-map","predicate":"has context","object":"Python","text":"databricks/cloud-latency-map has context Python."},{"subject":"databricks/cloud-latency-map","predicate":"has evidence coverage","object":"1 captured evidence page","text":"databricks/cloud-latency-map has evidence coverage 1 captured evidence page."},{"subject":"databricks/cloud-latency-map","predicate":"has captured page count","object":"1","text":"databricks/cloud-latency-map has captured page count 1."},{"subject":"databricks/cloud-latency-map","predicate":"has readable page count","object":"1","text":"databricks/cloud-latency-map has readable page count 1."},{"subject":"databricks/cloud-latency-map","predicate":"has related signal count","object":"6","text":"databricks/cloud-latency-map has related signal count 6."},{"subject":"databricks/cloud-latency-map","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":"databricks/cloud-latency-map 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":"databricks/cloud-latency-map","predicate":"has source host","object":"github.com","text":"databricks/cloud-latency-map has source host github.com."},{"subject":"databricks/cloud-latency-map","predicate":"has lab","object":"Databricks (DBRX)","text":"databricks/cloud-latency-map has lab Databricks (DBRX)."},{"subject":"databricks/cloud-latency-map","predicate":"has signal desk","object":"repos","text":"databricks/cloud-latency-map has signal desk repos."},{"subject":"databricks/cloud-latency-map","predicate":"has source host","object":"github.com","text":"databricks/cloud-latency-map has source host github.com."},{"subject":"databricks/cloud-latency-map","predicate":"has repository","object":"databricks/cloud-latency-map","text":"databricks/cloud-latency-map has repository databricks/cloud-latency-map."},{"subject":"databricks/cloud-latency-map","predicate":"has language","object":"Python","text":"databricks/cloud-latency-map has language Python."},{"subject":"databricks/cloud-latency-map","predicate":"has stars","object":"11","text":"databricks/cloud-latency-map has stars 11."}]},"intelligence":{"signal_desk":"repos","answer":"Databricks (DBRX) published databricks/cloud-latency-map (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo databricks/cloud-latency-map · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Databricks (DBRX)","predicate":"published repo","object":"databricks/cloud-latency-map","text":"Databricks (DBRX) published repo databricks/cloud-latency-map."},{"subject":"databricks/cloud-latency-map","predicate":"is classified as","object":"repo signal","text":"databricks/cloud-latency-map is classified as repo signal."},{"subject":"databricks/cloud-latency-map","predicate":"belongs to","object":"repos desk","text":"databricks/cloud-latency-map belongs to repos desk."},{"subject":"databricks/cloud-latency-map","predicate":"has context","object":"Python","text":"databricks/cloud-latency-map has context Python."},{"subject":"databricks/cloud-latency-map","predicate":"has evidence coverage","object":"1 captured evidence page","text":"databricks/cloud-latency-map has evidence coverage 1 captured evidence page."}]},"signal":{"id":"8b13f294-ea26-44c3-8fe1-e3ff04ff784e","url":"https://onlylabs.fyi/signals/8b13f294-ea26-44c3-8fe1-e3ff04ff784e","json_url":"https://onlylabs.fyi/signals/8b13f294-ea26-44c3-8fe1-e3ff04ff784e/signal.json","source_url":"https://github.com/databricks/cloud-latency-map","title":"databricks/cloud-latency-map","summary":"Databricks (DBRX) 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":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2023-01-09T20:43:38+00:00","first_seen_at":"2026-06-05T22:32:24.372839+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/databricks/cloud-latency-map"]},"facets":{"repo":"databricks/cloud-latency-map","language":"Python"},"traction":{"github_stars":11,"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/databricks/cloud-latency-map","final_url":"https://github.com/databricks/cloud-latency-map","title":"databricks/cloud-latency-map repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:08:07.753357+00:00","bytes":10419,"raw_path":"21fc1a87e67575bb323939d7c336d1d2918c0d941fe017e05500e4b058e7cc2b.json","content_hash":"2606339b751fa43086d82a512d24dedc28f7cbe2ec7dfb14f50969c637ff7584","excerpt_chars":1200,"truncated":true,"excerpt":"databricks/cloud-latency-map Language: Python License: MIT Stars: 11 Forks: 2 Open issues: 0 Created: 2023-01-09T20:43:38Z Pushed: 2023-01-10T02:18:26Z Default branch: main Fork: no Archived: no README: cloud-latency-map Find the latency for locations around the world from each datacenter in GCP and AWS. Process those latencies, and create an interactive map that lets you explore the expected latency to a datacenter from anywhere in the world. You can see this at https://bit.io/latency There's a blog post on this as well - https://innerjoin.bit.io/exploring-cloud-datacenter-latency-e6245278e71b Running The web site, which is static, and you can literally open the app.html file in your browswer to explore it. The geojson files checked into this repo should be good enough. To create/update the coverage geojson, you need to run the more interesting bits of this: the tracer & the locator. The tracer uses `mtr` and the `mtrpacket` libraries to send, in parallel, traceroutes to IPs spread throughout the world. The tracer records those results per-IP in the `probes` table. Then, when the locator is run, the locator goes through the `probes` (joined with the `ip_location` table to prevent..."},"evidence_pages":[{"url":"https://github.com/databricks/cloud-latency-map","final_url":"https://github.com/databricks/cloud-latency-map","title":"databricks/cloud-latency-map repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:08:07.753357+00:00","bytes":10419,"raw_path":"21fc1a87e67575bb323939d7c336d1d2918c0d941fe017e05500e4b058e7cc2b.json","content_hash":"2606339b751fa43086d82a512d24dedc28f7cbe2ec7dfb14f50969c637ff7584","excerpt_chars":1200,"truncated":true,"excerpt":"databricks/cloud-latency-map Language: Python License: MIT Stars: 11 Forks: 2 Open issues: 0 Created: 2023-01-09T20:43:38Z Pushed: 2023-01-10T02:18:26Z Default branch: main Fork: no Archived: no README: cloud-latency-map Find the latency for locations around the world from each datacenter in GCP and AWS. 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