{"schema_version":"onlylabs.public_signal.v1","title":"Nebius Fork: nebius/temporal-over-ydb","description":"Nebius fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/f1300296-0aec-43c4-bb6a-99599cdb0008","json_url":"https://onlylabs.fyi/signals/f1300296-0aec-43c4-bb6a-99599cdb0008/signal.json","generated_at":"2026-06-11T02:54:21.695562+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/f1300296-0aec-43c4-bb6a-99599cdb0008","signal_json":"https://onlylabs.fyi/signals/f1300296-0aec-43c4-bb6a-99599cdb0008/signal.json","source":"https://github.com/nebius/temporal-over-ydb","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":"https://onlylabs.fyi/topics/forks","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Nebius forked nebius/temporal-over-ydb (forked from yandex/temporal-over-ydb). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo nebius/temporal-over-ydb · parent yandex/temporal-over-ydb · Routine fork with low traction. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","signal_desk":"forks","source_context":{"source_url":"https://github.com/nebius/temporal-over-ydb","source_host":"github.com","occurred_at":"2025-02-27T11:09:20+00:00","first_seen_at":"2026-06-05T22:32:09.881762+00:00","date_source":"source","context":"forked from yandex/temporal-over-ydb"},"context_markers":[{"label":"Lab","value":"Nebius","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"nebius/temporal-over-ydb","source":"source"},{"label":"Parent","value":"yandex/temporal-over-ydb","source":"source"},{"label":"Stars","value":"1","source":"traction"},{"label":"Notability","value":"Routine fork with low traction","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/nebius/temporal-over-ydb"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:54:21.695562+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/f1300296-0aec-43c4-bb6a-99599cdb0008/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":"https://onlylabs.fyi/topics/forks/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/forks/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 fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","evidence_focus":["forked parent repo","repo owner","language","description","stars","org and recency"],"extraction_questions":["Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Which low-profile forks could precede a release or hiring wave?","Which labs are converging on the same technical adjacency?"],"signal_questions":["What upstream dependency or technical adjacency does this fork reveal?","Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Do the 6 related fork signals show a repeated pattern?"],"output_fields":["org","upstream_repo","language","technical_theme","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/f1300296-0aec-43c4-bb6a-99599cdb0008/signal.json","required":true},{"label":"source","url":"https://github.com/nebius/temporal-over-ydb","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":"https://onlylabs.fyi/topics/forks/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 Nebius's fork signal \"nebius/temporal-over-ydb\" for neocloud strategy."},"semantic_triples":[{"subject":"Nebius","predicate":"forked","object":"nebius/temporal-over-ydb","text":"Nebius forked nebius/temporal-over-ydb."},{"subject":"nebius/temporal-over-ydb","predicate":"is classified as","object":"fork signal","text":"nebius/temporal-over-ydb is classified as fork signal."},{"subject":"nebius/temporal-over-ydb","predicate":"belongs to","object":"forks desk","text":"nebius/temporal-over-ydb belongs to forks desk."},{"subject":"nebius/temporal-over-ydb","predicate":"has context","object":"forked from yandex/temporal-over-ydb","text":"nebius/temporal-over-ydb has context forked from yandex/temporal-over-ydb."},{"subject":"nebius/temporal-over-ydb","predicate":"has evidence coverage","object":"1 captured evidence page","text":"nebius/temporal-over-ydb has evidence coverage 1 captured evidence page."},{"subject":"nebius/temporal-over-ydb","predicate":"has captured page count","object":"1","text":"nebius/temporal-over-ydb has captured page count 1."},{"subject":"nebius/temporal-over-ydb","predicate":"has readable page count","object":"1","text":"nebius/temporal-over-ydb has readable page count 1."},{"subject":"nebius/temporal-over-ydb","predicate":"has related signal count","object":"6","text":"nebius/temporal-over-ydb has related signal count 6."},{"subject":"nebius/temporal-over-ydb","predicate":"has analysis playbook objective","object":"Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","text":"nebius/temporal-over-ydb has analysis playbook objective Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.."},{"subject":"nebius/temporal-over-ydb","predicate":"has source host","object":"github.com","text":"nebius/temporal-over-ydb has source host github.com."},{"subject":"nebius/temporal-over-ydb","predicate":"has lab","object":"Nebius","text":"nebius/temporal-over-ydb has lab Nebius."},{"subject":"nebius/temporal-over-ydb","predicate":"has signal desk","object":"forks","text":"nebius/temporal-over-ydb has signal desk forks."},{"subject":"nebius/temporal-over-ydb","predicate":"has source host","object":"github.com","text":"nebius/temporal-over-ydb has source host github.com."},{"subject":"nebius/temporal-over-ydb","predicate":"has repository","object":"nebius/temporal-over-ydb","text":"nebius/temporal-over-ydb has repository nebius/temporal-over-ydb."},{"subject":"nebius/temporal-over-ydb","predicate":"has parent","object":"yandex/temporal-over-ydb","text":"nebius/temporal-over-ydb has parent yandex/temporal-over-ydb."},{"subject":"nebius/temporal-over-ydb","predicate":"has stars","object":"1","text":"nebius/temporal-over-ydb has stars 1."},{"subject":"nebius/temporal-over-ydb","predicate":"has notability","object":"Routine fork with low traction","text":"nebius/temporal-over-ydb has notability Routine fork with low traction."}]},"intelligence":{"signal_desk":"forks","answer":"Nebius forked nebius/temporal-over-ydb (forked from yandex/temporal-over-ydb). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo nebius/temporal-over-ydb · parent yandex/temporal-over-ydb · Routine fork with low traction. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"Nebius","predicate":"forked","object":"nebius/temporal-over-ydb","text":"Nebius forked nebius/temporal-over-ydb."},{"subject":"nebius/temporal-over-ydb","predicate":"is classified as","object":"fork signal","text":"nebius/temporal-over-ydb is classified as fork signal."},{"subject":"nebius/temporal-over-ydb","predicate":"belongs to","object":"forks desk","text":"nebius/temporal-over-ydb belongs to forks desk."},{"subject":"nebius/temporal-over-ydb","predicate":"has context","object":"forked from yandex/temporal-over-ydb","text":"nebius/temporal-over-ydb has context forked from yandex/temporal-over-ydb."},{"subject":"nebius/temporal-over-ydb","predicate":"has evidence coverage","object":"1 captured evidence page","text":"nebius/temporal-over-ydb has evidence coverage 1 captured evidence page."}]},"signal":{"id":"f1300296-0aec-43c4-bb6a-99599cdb0008","url":"https://onlylabs.fyi/signals/f1300296-0aec-43c4-bb6a-99599cdb0008","json_url":"https://onlylabs.fyi/signals/f1300296-0aec-43c4-bb6a-99599cdb0008/signal.json","source_url":"https://github.com/nebius/temporal-over-ydb","title":"nebius/temporal-over-ydb","summary":"Nebius forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from yandex/temporal-over-ydb","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2025-02-27T11:09:20+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/temporal-over-ydb"]},"facets":{"repo":"nebius/temporal-over-ydb","parent":"yandex/temporal-over-ydb"},"traction":{"github_stars":1,"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/temporal-over-ydb","final_url":"https://github.com/nebius/temporal-over-ydb","title":"nebius/temporal-over-ydb repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:54:21.695562+00:00","bytes":21118,"raw_path":"c06c0cbbd432ad29e575b71325a32c255e9b4f4583f2766fcca53fd5673e93ae.json","content_hash":"dc3b01fb16fdbb728485777f1486645ada18ca1c3a94d98a0e30c81675325e82","excerpt_chars":1200,"truncated":true,"excerpt":"nebius/temporal-over-ydb License: MIT Stars: 1 Forks: 0 Open issues: 0 Created: 2025-02-27T11:09:20Z Pushed: 2025-02-26T14:42:20Z Default branch: main Fork: yes Parent repository: yandex/temporal-over-ydb Archived: no README: [![license](https://img.shields.io/github/license/yandex/temporal-over-ydb)](https://github.com/yandex/temporal-over-ydb/blob/main/LICENSE) ![GitHub go.mod Go version](https://img.shields.io/github/go-mod/go-version/yandex/temporal-over-ydb) ![stability-wip](https://img.shields.io/badge/stability-wip-lightgrey.svg) temporal-over-ydb **temporal-over-ydb** is an implementation of a custom [Temporal](https://temporal.io) persistence layer using [YDB](https://ydb.tech), a distributed SQL DBMS. It is still a work in active progress and is not ready for production use. How to run tests Clone and patch Temporal source code: ``` git clone https://github.com/temporalio/temporal.git cd ./temporal git checkout v1.24.3 ``` Run docker-compose: ``` cd ./tests docker-compose -f ./docker-compose.yml up -d ``` Run persistence unit tests: ``` cd ./tests/persistencetests go mod tidy YDB_DATABASE=local YDB_ENDPOINT=\"localhost:2136\" YDB_ANONYMOUS_CREDENTIALS=1 go test . -v ```"},"evidence_pages":[{"url":"https://github.com/nebius/temporal-over-ydb","final_url":"https://github.com/nebius/temporal-over-ydb","title":"nebius/temporal-over-ydb repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:54:21.695562+00:00","bytes":21118,"raw_path":"c06c0cbbd432ad29e575b71325a32c255e9b4f4583f2766fcca53fd5673e93ae.json","content_hash":"dc3b01fb16fdbb728485777f1486645ada18ca1c3a94d98a0e30c81675325e82","excerpt_chars":1200,"truncated":true,"excerpt":"nebius/temporal-over-ydb License: MIT Stars: 1 Forks: 0 Open issues: 0 Created: 2025-02-27T11:09:20Z Pushed: 2025-02-26T14:42:20Z Default branch: main Fork: yes Parent repository: yandex/temporal-over-ydb Archived: no README: [![license](https://img.shields.io/github/license/yandex/temporal-over-ydb)](https://github.com/yandex/temporal-over-ydb/blob/main/LICENSE) ![GitHub go.mod Go version](https://img.shields.io/github/go-mod/go-version/yandex/temporal-over-ydb) ![stability-wip](https://img.shields.io/badge/stability-wip-lightgrey.svg) temporal-over-ydb **temporal-over-ydb** is an implementation of a custom [Temporal](https://temporal.io) persistence layer using [YDB](https://ydb.tech), a distributed SQL DBMS. It is still a work in active progress and is not ready for production use. How to run tests Clone and patch Temporal source code: ``` git clone https://github.com/temporalio/temporal.git cd ./temporal git checkout v1.24.3 ``` Run docker-compose: ``` cd ./tests docker-compose -f ./docker-compose.yml up -d ``` Run persistence unit tests: ``` cd ./tests/persistencetests go mod tidy YDB_DATABASE=local YDB_ENDPOINT=\"localhost:2136\" YDB_ANONYMOUS_CREDENTIALS=1 go test . -v ```"}],"related_signals":[{"id":"5cd339a7-6b35-4e0d-85f2-576c4033b15b","url":"https://onlylabs.fyi/signals/5cd339a7-6b35-4e0d-85f2-576c4033b15b","source_url":"https://github.com/nebius/cluster-api-ipam-provider-in-cluster","title":"nebius/cluster-api-ipam-provider-in-cluster","context":"forked from kubernetes-sigs/cluster-api-ipam-provider-in-cluster","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-02-20T13:38:22+00:00","first_seen_at":"2026-06-05T22:32:09.881762+00:00","date_source":"source"},{"id":"3e44c544-3aff-443f-bb25-b35d1186fd20","url":"https://onlylabs.fyi/signals/3e44c544-3aff-443f-bb25-b35d1186fd20","source_url":"https://github.com/nebius/external-secrets","title":"nebius/external-secrets","context":"forked from external-secrets/external-secrets","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2025-11-25T15:52:27+00:00","first_seen_at":"2026-06-05T22:32:09.881762+00:00","date_source":"source"},{"id":"a5ca2c78-4527-4d7d-871c-905c4bcbb868","url":"https://onlylabs.fyi/signals/a5ca2c78-4527-4d7d-871c-905c4bcbb868","source_url":"https://github.com/nebius/netlink","title":"nebius/netlink","context":"forked from vishvananda/netlink","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2025-05-06T14:24:24+00:00","first_seen_at":"2026-06-05T22:32:09.881762+00:00","date_source":"source"},{"id":"8fde4637-83ab-431b-bac3-b7a270dbddff","url":"https://onlylabs.fyi/signals/8fde4637-83ab-431b-bac3-b7a270dbddff","source_url":"https://github.com/nebius/temporal","title":"nebius/temporal","context":"forked from temporalio/temporal","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2025-02-27T11:10:01+00:00","first_seen_at":"2026-06-05T22:32:09.881762+00:00","date_source":"source"},{"id":"2b4c37a9-74fd-4ace-88ea-fcb6912f95dc","url":"https://onlylabs.fyi/signals/2b4c37a9-74fd-4ace-88ea-fcb6912f95dc","source_url":"https://github.com/nebius/cluster-api-provider-bringyourownhost","title":"nebius/cluster-api-provider-bringyourownhost","context":"forked from vmware-tanzu/cluster-api-provider-bringyourownhost","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2024-01-22T15:08:10+00:00","first_seen_at":"2026-06-05T22:32:09.881762+00:00","date_source":"source"},{"id":"daaf4c46-1305-4b7b-9ee9-cd582cd48f53","url":"https://onlylabs.fyi/signals/daaf4c46-1305-4b7b-9ee9-cd582cd48f53","source_url":"https://github.com/nebius/cluster-api","title":"nebius/cluster-api","context":"forked from kubernetes-sigs/cluster-api","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2024-01-22T15:07:02+00:00","first_seen_at":"2026-06-05T22:32:09.881762+00:00","date_source":"source"}]}