{"schema_version":"onlylabs.public_signal.v1","title":"Nebius Repo: nebius/ml-containers","description":"Nebius repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/75a77b15-a111-49a4-8693-e298c7a9f0f8","json_url":"https://onlylabs.fyi/signals/75a77b15-a111-49a4-8693-e298c7a9f0f8/signal.json","generated_at":"2026-06-11T04:10:07.120841+00:00","org":{"slug":"nebius","name":"Nebius","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/nebius","dossier_json_url":"https://onlylabs.fyi/labs/nebius/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/75a77b15-a111-49a4-8693-e298c7a9f0f8","signal_json":"https://onlylabs.fyi/signals/75a77b15-a111-49a4-8693-e298c7a9f0f8/signal.json","source":"https://github.com/nebius/ml-containers","lab_dossier":"https://onlylabs.fyi/labs/nebius","lab_dossier_json":"https://onlylabs.fyi/labs/nebius/dossier.json","analysis":"https://onlylabs.fyi/analysis/nebius","analysis_json":"https://onlylabs.fyi/analysis/nebius/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nebius/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":"Nebius published nebius/ml-containers (Dockerfile). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo nebius/ml-containers · language Dockerfile · Routine new repo for ML containers, no significant traction yet.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/nebius/ml-containers","source_host":"github.com","occurred_at":"2025-06-20T15:44:39+00:00","first_seen_at":"2026-06-05T22:32:09.881762+00:00","date_source":"source","context":"Dockerfile"},"context_markers":[{"label":"Lab","value":"Nebius","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"nebius/ml-containers","source":"source"},{"label":"Language","value":"Dockerfile","source":"source"},{"label":"Notability","value":"Routine new repo for ML containers, no significant traction yet.","source":"signal"},{"label":"Watch term","value":"Safety and alignment","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/nebius/ml-containers"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:10:07.120841+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/75a77b15-a111-49a4-8693-e298c7a9f0f8/signal.json","dossier_json":"https://onlylabs.fyi/labs/nebius/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/nebius/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nebius/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/75a77b15-a111-49a4-8693-e298c7a9f0f8/signal.json","required":true},{"label":"source","url":"https://github.com/nebius/ml-containers","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/nebius/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/nebius/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 Nebius's repo signal \"nebius/ml-containers\" for neocloud strategy."},"semantic_triples":[{"subject":"Nebius","predicate":"published repo","object":"nebius/ml-containers","text":"Nebius published repo nebius/ml-containers."},{"subject":"nebius/ml-containers","predicate":"is classified as","object":"repo signal","text":"nebius/ml-containers is classified as repo signal."},{"subject":"nebius/ml-containers","predicate":"belongs to","object":"repos desk","text":"nebius/ml-containers belongs to repos desk."},{"subject":"nebius/ml-containers","predicate":"has context","object":"Dockerfile","text":"nebius/ml-containers has context Dockerfile."},{"subject":"nebius/ml-containers","predicate":"has evidence coverage","object":"1 captured evidence page","text":"nebius/ml-containers has evidence coverage 1 captured evidence page."},{"subject":"nebius/ml-containers","predicate":"has captured page count","object":"1","text":"nebius/ml-containers has captured page count 1."},{"subject":"nebius/ml-containers","predicate":"has readable page count","object":"1","text":"nebius/ml-containers has readable page count 1."},{"subject":"nebius/ml-containers","predicate":"has related signal count","object":"6","text":"nebius/ml-containers has related signal count 6."},{"subject":"nebius/ml-containers","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":"nebius/ml-containers 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":"nebius/ml-containers","predicate":"has source host","object":"github.com","text":"nebius/ml-containers has source host github.com."},{"subject":"nebius/ml-containers","predicate":"has lab","object":"Nebius","text":"nebius/ml-containers has lab Nebius."},{"subject":"nebius/ml-containers","predicate":"has signal desk","object":"repos","text":"nebius/ml-containers has signal desk repos."},{"subject":"nebius/ml-containers","predicate":"has source host","object":"github.com","text":"nebius/ml-containers has source host github.com."},{"subject":"nebius/ml-containers","predicate":"has repository","object":"nebius/ml-containers","text":"nebius/ml-containers has repository nebius/ml-containers."},{"subject":"nebius/ml-containers","predicate":"has language","object":"Dockerfile","text":"nebius/ml-containers has language Dockerfile."},{"subject":"nebius/ml-containers","predicate":"has notability","object":"Routine new repo for ML containers, no significant traction yet.","text":"nebius/ml-containers has notability Routine new repo for ML containers, no significant traction yet.."},{"subject":"nebius/ml-containers","predicate":"has watch term","object":"Safety and alignment","text":"nebius/ml-containers has watch term Safety and alignment."}]},"intelligence":{"signal_desk":"repos","answer":"Nebius published nebius/ml-containers (Dockerfile). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo nebius/ml-containers · language Dockerfile · Routine new repo for ML containers, no significant traction yet.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Nebius","predicate":"published repo","object":"nebius/ml-containers","text":"Nebius published repo nebius/ml-containers."},{"subject":"nebius/ml-containers","predicate":"is classified as","object":"repo signal","text":"nebius/ml-containers is classified as repo signal."},{"subject":"nebius/ml-containers","predicate":"belongs to","object":"repos desk","text":"nebius/ml-containers belongs to repos desk."},{"subject":"nebius/ml-containers","predicate":"has context","object":"Dockerfile","text":"nebius/ml-containers has context Dockerfile."},{"subject":"nebius/ml-containers","predicate":"has evidence coverage","object":"1 captured evidence page","text":"nebius/ml-containers has evidence coverage 1 captured evidence page."}]},"signal":{"id":"75a77b15-a111-49a4-8693-e298c7a9f0f8","url":"https://onlylabs.fyi/signals/75a77b15-a111-49a4-8693-e298c7a9f0f8","json_url":"https://onlylabs.fyi/signals/75a77b15-a111-49a4-8693-e298c7a9f0f8/signal.json","source_url":"https://github.com/nebius/ml-containers","title":"nebius/ml-containers","summary":"Nebius published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Dockerfile","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2025-06-20T15:44:39+00:00","first_seen_at":"2026-06-05T22:32:09.881762+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/nebius/ml-containers"]},"facets":{"repo":"nebius/ml-containers","language":"Dockerfile"},"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":{"url":"https://github.com/nebius/ml-containers","final_url":"https://github.com/nebius/ml-containers","title":"nebius/ml-containers repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:10:07.120841+00:00","bytes":8491,"raw_path":"b1c6d920a228caaaac29b6b54d2cc501c1df673e589d47f1df75883b1c672368.json","content_hash":"c5375bf987b0ca1911980fcebb4483be64d07e8b9f8bf903dd935eb8831766d7","excerpt_chars":1200,"truncated":true,"excerpt":"nebius/ml-containers Language: Dockerfile License: Apache-2.0 Stars: 0 Forks: 0 Open issues: 1 Created: 2025-06-20T15:44:39Z Pushed: 2026-06-10T13:06:35Z Default branch: main Fork: no Archived: no README: Docker Containers for Soperator and Related Projects This repository contains Docker container definitions used in [Soperator](https://github.com/nebius/soperator) and other related projects. The goal is to provide reproducible, isolated environments for components required in CI/CD pipelines, production deployments, and hardware validation. Containers The list of containers will be expanded over time as new images are added to the repository. License Copyright 2025 Nebius B.V. Licensed under the Apache License, Version 2.0 (the \"License\"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the..."},"evidence_pages":[{"url":"https://github.com/nebius/ml-containers","final_url":"https://github.com/nebius/ml-containers","title":"nebius/ml-containers repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:10:07.120841+00:00","bytes":8491,"raw_path":"b1c6d920a228caaaac29b6b54d2cc501c1df673e589d47f1df75883b1c672368.json","content_hash":"c5375bf987b0ca1911980fcebb4483be64d07e8b9f8bf903dd935eb8831766d7","excerpt_chars":1200,"truncated":true,"excerpt":"nebius/ml-containers Language: Dockerfile License: Apache-2.0 Stars: 0 Forks: 0 Open issues: 1 Created: 2025-06-20T15:44:39Z Pushed: 2026-06-10T13:06:35Z Default branch: main Fork: no Archived: no README: Docker Containers for Soperator and Related Projects This repository contains Docker container definitions used in [Soperator](https://github.com/nebius/soperator) and other related projects. The goal is to provide reproducible, isolated environments for components required in CI/CD pipelines, production deployments, and hardware validation. Containers The list of containers will be expanded over time as new images are added to the repository. License Copyright 2025 Nebius B.V. Licensed under the Apache License, Version 2.0 (the \"License\"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the..."}],"related_signals":[{"id":"827d4150-eb7c-45e7-9d0c-e32c2f8cedfb","url":"https://onlylabs.fyi/signals/827d4150-eb7c-45e7-9d0c-e32c2f8cedfb","source_url":"https://github.com/nebius/nebius-partner-cookbook","title":"nebius/nebius-partner-cookbook","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-06-09T15:34:05+00:00","first_seen_at":"2026-06-11T07:00:50.9341+00:00","date_source":"source"},{"id":"bb3aaea8-d11f-4a82-9e97-5f4b81659cdb","url":"https://onlylabs.fyi/signals/bb3aaea8-d11f-4a82-9e97-5f4b81659cdb","source_url":"https://github.com/nebius/serverless-ai-cookbook","title":"nebius/serverless-ai-cookbook","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-04-16T10:10:51+00:00","first_seen_at":"2026-06-05T22:32:09.881762+00:00","date_source":"source"},{"id":"49bd2c6b-f298-4b2b-8d0d-a584e7fab75e","url":"https://onlylabs.fyi/signals/49bd2c6b-f298-4b2b-8d0d-a584e7fab75e","source_url":"https://github.com/nebius/nebius-physical-ai","title":"nebius/nebius-physical-ai","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-04-07T16:04:02+00:00","first_seen_at":"2026-06-05T22:32:09.881762+00:00","date_source":"source"},{"id":"ad5e0b3d-0b56-44da-8158-e3252eb37480","url":"https://onlylabs.fyi/signals/ad5e0b3d-0b56-44da-8158-e3252eb37480","source_url":"https://github.com/nebius/terraform-provider-nebius","title":"nebius/terraform-provider-nebius","context":"Go","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-03-24T14:56:20+00:00","first_seen_at":"2026-06-05T22:32:09.881762+00:00","date_source":"source"},{"id":"3ef467b7-124a-4a29-a4e5-c36beffa5f4b","url":"https://onlylabs.fyi/signals/3ef467b7-124a-4a29-a4e5-c36beffa5f4b","source_url":"https://github.com/nebius/contree-cli","title":"nebius/contree-cli","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-03-13T14:47:42+00:00","first_seen_at":"2026-06-05T22:32:09.881762+00:00","date_source":"source"},{"id":"ace3029b-afb2-4b63-99ab-34603989dce4","url":"https://onlylabs.fyi/signals/ace3029b-afb2-4b63-99ab-34603989dce4","source_url":"https://github.com/nebius/packer-plugin-nebius","title":"nebius/packer-plugin-nebius","context":"Go","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-02-13T15:45:48+00:00","first_seen_at":"2026-06-05T22:32:09.881762+00:00","date_source":"source"}]}