{"schema_version":"onlylabs.public_signal.v1","title":"Databricks (DBRX) Release: databricks/mlops-stacks v0.2","description":"Databricks (DBRX) release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/35b1c0b0-c1d3-4c68-995c-c51f4215394d","json_url":"https://onlylabs.fyi/signals/35b1c0b0-c1d3-4c68-995c-c51f4215394d/signal.json","generated_at":"2026-06-11T04:02:56.60649+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/35b1c0b0-c1d3-4c68-995c-c51f4215394d","signal_json":"https://onlylabs.fyi/signals/35b1c0b0-c1d3-4c68-995c-c51f4215394d/signal.json","source":"https://github.com/databricks/mlops-stacks/releases/tag/v0.2","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":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Databricks (DBRX) published databricks/mlops-stacks v0.2 (databricks/mlops-stacks). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Databricks MLOps Stacks v0.2 Repository: databricks/mlops-stacks Tag: v0.2 Published: 2023-10-19T19:48:19Z Prerelease: no Release notes: Databricks MLOps Stacks Public.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/databricks/mlops-stacks/releases/tag/v0.2","source_host":"github.com","occurred_at":"2023-10-19T19:48:19+00:00","first_seen_at":"2026-06-05T22:32:24.372839+00:00","date_source":"source","context":"databricks/mlops-stacks"},"context_markers":[{"label":"Lab","value":"Databricks (DBRX)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"databricks/mlops-stacks","source":"source"},{"label":"Release","value":"Databricks MLOps Stacks v0.2","source":"source"},{"label":"Watch term","value":"Infrastructure","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/databricks/mlops-stacks/releases/tag/v0.2"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:02:56.60649+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/35b1c0b0-c1d3-4c68-995c-c51f4215394d/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":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/releases/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 model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What changed in this release, and what downstream data or infrastructure need could it create?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related release signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","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/35b1c0b0-c1d3-4c68-995c-c51f4215394d/signal.json","required":true},{"label":"source","url":"https://github.com/databricks/mlops-stacks/releases/tag/v0.2","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":"https://onlylabs.fyi/topics/releases/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 Databricks (DBRX)'s release signal \"databricks/mlops-stacks v0.2\" for neocloud strategy."},"semantic_triples":[{"subject":"Databricks (DBRX)","predicate":"released","object":"databricks/mlops-stacks v0.2","text":"Databricks (DBRX) released databricks/mlops-stacks v0.2."},{"subject":"databricks/mlops-stacks v0.2","predicate":"is classified as","object":"release signal","text":"databricks/mlops-stacks v0.2 is classified as release signal."},{"subject":"databricks/mlops-stacks v0.2","predicate":"belongs to","object":"releases desk","text":"databricks/mlops-stacks v0.2 belongs to releases desk."},{"subject":"databricks/mlops-stacks v0.2","predicate":"has context","object":"databricks/mlops-stacks","text":"databricks/mlops-stacks v0.2 has context databricks/mlops-stacks."},{"subject":"databricks/mlops-stacks v0.2","predicate":"has evidence coverage","object":"1 captured evidence page","text":"databricks/mlops-stacks v0.2 has evidence coverage 1 captured evidence page."},{"subject":"databricks/mlops-stacks v0.2","predicate":"has captured page count","object":"1","text":"databricks/mlops-stacks v0.2 has captured page count 1."},{"subject":"databricks/mlops-stacks v0.2","predicate":"has readable page count","object":"1","text":"databricks/mlops-stacks v0.2 has readable page count 1."},{"subject":"databricks/mlops-stacks v0.2","predicate":"has related signal count","object":"6","text":"databricks/mlops-stacks v0.2 has related signal count 6."},{"subject":"databricks/mlops-stacks v0.2","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"databricks/mlops-stacks v0.2 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"databricks/mlops-stacks v0.2","predicate":"has source host","object":"github.com","text":"databricks/mlops-stacks v0.2 has source host github.com."},{"subject":"databricks/mlops-stacks v0.2","predicate":"has lab","object":"Databricks (DBRX)","text":"databricks/mlops-stacks v0.2 has lab Databricks (DBRX)."},{"subject":"databricks/mlops-stacks v0.2","predicate":"has signal desk","object":"releases","text":"databricks/mlops-stacks v0.2 has signal desk releases."},{"subject":"databricks/mlops-stacks v0.2","predicate":"has source host","object":"github.com","text":"databricks/mlops-stacks v0.2 has source host github.com."},{"subject":"databricks/mlops-stacks v0.2","predicate":"has repository","object":"databricks/mlops-stacks","text":"databricks/mlops-stacks v0.2 has repository databricks/mlops-stacks."},{"subject":"databricks/mlops-stacks v0.2","predicate":"has release","object":"Databricks MLOps Stacks v0.2","text":"databricks/mlops-stacks v0.2 has release Databricks MLOps Stacks v0.2."},{"subject":"databricks/mlops-stacks v0.2","predicate":"has watch term","object":"Infrastructure","text":"databricks/mlops-stacks v0.2 has watch term Infrastructure."},{"subject":"databricks/mlops-stacks v0.2","predicate":"has watch term","object":"Agents and tool use","text":"databricks/mlops-stacks v0.2 has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"releases","answer":"Databricks (DBRX) published databricks/mlops-stacks v0.2 (databricks/mlops-stacks). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Databricks MLOps Stacks v0.2 Repository: databricks/mlops-stacks Tag: v0.2 Published: 2023-10-19T19:48:19Z Prerelease: no Release notes: Databricks MLOps Stacks Public.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Databricks (DBRX)","predicate":"released","object":"databricks/mlops-stacks v0.2","text":"Databricks (DBRX) released databricks/mlops-stacks v0.2."},{"subject":"databricks/mlops-stacks v0.2","predicate":"is classified as","object":"release signal","text":"databricks/mlops-stacks v0.2 is classified as release signal."},{"subject":"databricks/mlops-stacks v0.2","predicate":"belongs to","object":"releases desk","text":"databricks/mlops-stacks v0.2 belongs to releases desk."},{"subject":"databricks/mlops-stacks v0.2","predicate":"has context","object":"databricks/mlops-stacks","text":"databricks/mlops-stacks v0.2 has context databricks/mlops-stacks."},{"subject":"databricks/mlops-stacks v0.2","predicate":"has evidence coverage","object":"1 captured evidence page","text":"databricks/mlops-stacks v0.2 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"35b1c0b0-c1d3-4c68-995c-c51f4215394d","url":"https://onlylabs.fyi/signals/35b1c0b0-c1d3-4c68-995c-c51f4215394d","json_url":"https://onlylabs.fyi/signals/35b1c0b0-c1d3-4c68-995c-c51f4215394d/signal.json","source_url":"https://github.com/databricks/mlops-stacks/releases/tag/v0.2","title":"databricks/mlops-stacks v0.2","summary":"Databricks (DBRX) published release notes. onlylabs watches releases for what actually shipped.","context":"databricks/mlops-stacks","kind":{"key":"release","label":"Release"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2023-10-19T19:48:19+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/mlops-stacks/releases/tag/v0.2"]},"facets":{"repo":"databricks/mlops-stacks"},"traction":{"github_stars":null,"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/mlops-stacks/releases/tag/v0.2","final_url":"https://github.com/databricks/mlops-stacks/releases/tag/v0.2","title":"databricks/mlops-stacks v0.2","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:02:56.60649+00:00","bytes":5398,"raw_path":"fc719b0ecba862ac3219f9c56dc71be6dea1f2e2b27601a3cd60ea799abbd1f5.json","content_hash":"a05b256fd9c4966c91889163f83e461c81f122cb01e94360b470b325557c9a2c","excerpt_chars":1200,"truncated":true,"excerpt":"Databricks MLOps Stacks v0.2 Repository: databricks/mlops-stacks Tag: v0.2 Published: 2023-10-19T19:48:19Z Prerelease: no Release notes: Databricks MLOps Stacks Public Preview MLOps Stacks is now in Public Preview, and the Private Preview sign-up blocker has been removed! 🎉 Anyone can get started with this project now with the latest version (>= `0.208.1`) of the [Databricks CLI](https://docs.databricks.com/en/dev-tools/cli/install.html). Major Features * Project initialization is now done via [Databricks Asset Bundle Templates](https://docs.databricks.com/en/dev-tools/bundles/templates.html) instead of Cookiecutter * [Models in Unity Catalog](https://docs.databricks.com/en/mlflow/models-in-uc.html) is now supported and the recommended option in MLOps Stacks What's Changed * Remove an already resolved TODO block by @mingyu89 in https://github.com/databricks/mlops-stacks/pull/80 * Bump ADO workflow databricks cli version to 0.100.2 by @mingyu89 in https://github.com/databricks/mlops-stacks/pull/81 * Azure DevOps bundle cli installer update by @niall-turbitt in https://github.com/databricks/mlops-stacks/pull/82 * Fix link by @mingyu89 in..."},"evidence_pages":[{"url":"https://github.com/databricks/mlops-stacks/releases/tag/v0.2","final_url":"https://github.com/databricks/mlops-stacks/releases/tag/v0.2","title":"databricks/mlops-stacks v0.2","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:02:56.60649+00:00","bytes":5398,"raw_path":"fc719b0ecba862ac3219f9c56dc71be6dea1f2e2b27601a3cd60ea799abbd1f5.json","content_hash":"a05b256fd9c4966c91889163f83e461c81f122cb01e94360b470b325557c9a2c","excerpt_chars":1200,"truncated":true,"excerpt":"Databricks MLOps Stacks v0.2 Repository: databricks/mlops-stacks Tag: v0.2 Published: 2023-10-19T19:48:19Z Prerelease: no Release notes: Databricks MLOps Stacks Public Preview MLOps Stacks is now in Public Preview, and the Private Preview sign-up blocker has been removed! 🎉 Anyone can get started with this project now with the latest version (>= `0.208.1`) of the [Databricks CLI](https://docs.databricks.com/en/dev-tools/cli/install.html). Major Features * Project initialization is now done via [Databricks Asset Bundle Templates](https://docs.databricks.com/en/dev-tools/bundles/templates.html) instead of Cookiecutter * [Models in Unity Catalog](https://docs.databricks.com/en/mlflow/models-in-uc.html) is now supported and the recommended option in MLOps Stacks What's Changed * Remove an already resolved TODO block by @mingyu89 in https://github.com/databricks/mlops-stacks/pull/80 * Bump ADO workflow databricks cli version to 0.100.2 by @mingyu89 in https://github.com/databricks/mlops-stacks/pull/81 * Azure DevOps bundle cli installer update by @niall-turbitt in https://github.com/databricks/mlops-stacks/pull/82 * Fix link by @mingyu89 in..."}],"related_signals":[{"id":"d1f9718c-1cf7-4c27-a50c-cdaeae44289b","url":"https://onlylabs.fyi/signals/d1f9718c-1cf7-4c27-a50c-cdaeae44289b","source_url":"https://github.com/databricks/databricks-sql-python/releases/tag/v4.3.0rc1","title":"databricks/databricks-sql-python v4.3.0rc1","context":"databricks/databricks-sql-python","kind":{"key":"release","label":"Release"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2026-06-11T05:45:25+00:00","first_seen_at":"2026-06-11T07:01:20.948777+00:00","date_source":"source"},{"id":"10841c29-36ce-417c-ab4e-8ed324e6b18e","url":"https://onlylabs.fyi/signals/10841c29-36ce-417c-ab4e-8ed324e6b18e","source_url":"https://github.com/databricks/dbt-databricks/releases/tag/v1.12.1","title":"databricks/dbt-databricks v1.12.1","context":"databricks/dbt-databricks","kind":{"key":"release","label":"Release"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2026-06-10T13:49:34+00:00","first_seen_at":"2026-06-11T07:01:20.948777+00:00","date_source":"source"},{"id":"07808253-64b2-480e-8e0c-15f9da2bd6b0","url":"https://onlylabs.fyi/signals/07808253-64b2-480e-8e0c-15f9da2bd6b0","source_url":"https://github.com/databricks/databricks-agent-skills/releases/tag/v0.2.3","title":"databricks/databricks-agent-skills v0.2.3","context":"databricks/databricks-agent-skills","kind":{"key":"release","label":"Release"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2026-06-10T13:22:47+00:00","first_seen_at":"2026-06-11T07:01:20.948777+00:00","date_source":"source"},{"id":"ae0627d8-f9ac-406e-8e21-dc6a7e26857f","url":"https://onlylabs.fyi/signals/ae0627d8-f9ac-406e-8e21-dc6a7e26857f","source_url":"https://github.com/databricks/databricks-sdk-go/releases/tag/v0.143.0","title":"databricks/databricks-sdk-go v0.143.0","context":"databricks/databricks-sdk-go","kind":{"key":"release","label":"Release"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2026-06-10T09:26:39+00:00","first_seen_at":"2026-06-11T07:01:20.948777+00:00","date_source":"source"},{"id":"21e81001-7e21-4468-b370-beeb21cf86d4","url":"https://onlylabs.fyi/signals/21e81001-7e21-4468-b370-beeb21cf86d4","source_url":"https://github.com/databricks/databricks-sdk-java/releases/tag/v0.119.0","title":"databricks/databricks-sdk-java v0.119.0","context":"databricks/databricks-sdk-java","kind":{"key":"release","label":"Release"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2026-06-10T06:17:04+00:00","first_seen_at":"2026-06-10T07:01:28.606143+00:00","date_source":"source"},{"id":"8972489f-a85b-412e-85bd-1a8f13b0f09a","url":"https://onlylabs.fyi/signals/8972489f-a85b-412e-85bd-1a8f13b0f09a","source_url":"https://github.com/databricks/databricks-sdk-py/releases/tag/v0.116.0","title":"databricks/databricks-sdk-py v0.116.0","context":"databricks/databricks-sdk-py","kind":{"key":"release","label":"Release"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2026-06-10T06:15:04+00:00","first_seen_at":"2026-06-10T07:01:28.606143+00:00","date_source":"source"}]}