{"schema_version":"onlylabs.agent_operations.v1","title":"onlylabs Neocloud agent operations","description":"Public onlylabs agent operations manifest: background analysis queue, DeepSeek model provenance, scrape runs, source health, and evidence readiness.","url":"https://onlylabs.fyi/agents?category=neocloud&state=no-signals","json_url":"https://onlylabs.fyi/agents.json?category=neocloud&state=no-signals","generated_at":"2026-06-11T20:58:14.187Z","data_status":{"degraded":false,"reason":"ok","deadline_ms":4500,"generated_at":"2026-06-11T20:58:14.183Z"},"scope":{"category":"neocloud","label":"Neocloud","queue_state":"no-signals","queue_state_label":"No signals"},"default_agent":{"provider":"deepseek","model":"deepseek-v4-pro","framework":"deepagents","workflow":"onlylabs-deepagents-analysis-v3"},"answer_pack":{"answer":"Neocloud agent operations show 0 queued organizations in no signals: 0 runnable analyses, 0 page-capture targets, 0 scrape-repair targets, and 0 fresh monitors. DeepSeek v4 pro via deepagents is the dominant standing analysis path across 0 generated analysis rows. 3 of 60 sources need attention. No dispatch target is currently pending in this route. Top signal inspection: Databricks (DBRX) - Forward Deployed Engineering: Delivering Business Outcomes with AI with context priority.","default_agent":{"provider":"deepseek","model":"deepseek-v4-pro","framework":"deepagents","workflow":"onlylabs-deepagents-analysis-v3"},"queue_states":{"run-now":0,"needs-pages":0,"fresh":0,"no-signals":0},"next_actions":[{"state":"run-now","label":"Run now","action":"run_analysis_agent","count":0,"command_template":"npm run agent:analysis -- --url <app-url> --org <org-slug> --limit 1 --web-limit 10","targets":[]},{"state":"needs-pages","label":"Needs pages","action":"capture_pages","count":0,"command_template":"npm run capture:pages -- --url <app-url> --org <org-slug> --limit 50","targets":[]},{"state":"no-signals","label":"No signals","action":"scrape_sources","count":0,"command_template":null,"targets":[]},{"state":"fresh","label":"Fresh","action":"monitor","count":0,"command_template":null,"targets":[]}],"source_health":{"sources":60,"issues":3,"ok":57},"signal_triage":[{"id":"7417c1f4-d11b-4ab7-9f69-1d5f322d01f8","title":"Forward Deployed Engineering: Delivering Business Outcomes with AI","org_slug":"databricks","org_name":"Databricks (DBRX)","kind":"post_published","priority_score":30,"priority_label":"context","next_action":"inspect_talking_signal","reason":"Databricks (DBRX) writing signal is context priority; uses category-scoped signal triage; has no attached traction yet.","occurred_at":"2026-06-11T21:06:05+00:00","first_seen_at":"2026-06-11T20:00:29.445768+00:00","date_source":"rss.item_date","data_business":{"matches":false,"lanes":[],"score":null,"matched_terms":[]},"urls":{"signal":"https://onlylabs.fyi/signals/7417c1f4-d11b-4ab7-9f69-1d5f322d01f8","signal_json":"https://onlylabs.fyi/signals/7417c1f4-d11b-4ab7-9f69-1d5f322d01f8/signal.json","source":"https://www.databricks.com/blog/forward-deployed-engineering-delivering-business-outcomes-ai","lab_dossier":"https://onlylabs.fyi/labs/databricks","analysis_json":"https://onlylabs.fyi/analysis/databricks/analysis.json","data_radar_json":null}},{"id":"aaf35528-d22f-4cc9-964f-462270cb5ee5","title":"How ERGO Hestia reduced time-to-market with Lakebase and Mosaic AI Model Serving","org_slug":"databricks","org_name":"Databricks (DBRX)","kind":"post_published","priority_score":30,"priority_label":"context","next_action":"inspect_talking_signal","reason":"Databricks (DBRX) writing signal is context priority; uses category-scoped signal triage; has no attached traction yet.","occurred_at":"2026-06-11T19:15:00+00:00","first_seen_at":"2026-06-11T20:00:29.445768+00:00","date_source":"rss.item_date","data_business":{"matches":false,"lanes":[],"score":null,"matched_terms":[]},"urls":{"signal":"https://onlylabs.fyi/signals/aaf35528-d22f-4cc9-964f-462270cb5ee5","signal_json":"https://onlylabs.fyi/signals/aaf35528-d22f-4cc9-964f-462270cb5ee5/signal.json","source":"https://www.databricks.com/blog/how-ergo-hestia-reduced-time-market-lakebase-and-mosaic-ai-model-serving","lab_dossier":"https://onlylabs.fyi/labs/databricks","analysis_json":"https://onlylabs.fyi/analysis/databricks/analysis.json","data_radar_json":null}},{"id":"3d46f990-1f64-44c9-b6d8-e37e94c1df7a","title":"Welcoming the first cohort of Databricks student fellows","org_slug":"databricks","org_name":"Databricks (DBRX)","kind":"post_published","priority_score":29,"priority_label":"context","next_action":"inspect_talking_signal","reason":"Databricks (DBRX) writing signal is context priority; uses category-scoped signal triage; has no attached traction yet.","occurred_at":"2026-06-11T18:00:00+00:00","first_seen_at":"2026-06-11T20:00:29.445768+00:00","date_source":"rss.item_date","data_business":{"matches":false,"lanes":[],"score":null,"matched_terms":[]},"urls":{"signal":"https://onlylabs.fyi/signals/3d46f990-1f64-44c9-b6d8-e37e94c1df7a","signal_json":"https://onlylabs.fyi/signals/3d46f990-1f64-44c9-b6d8-e37e94c1df7a/signal.json","source":"https://www.databricks.com/blog/welcoming-first-cohort-databricks-student-fellows","lab_dossier":"https://onlylabs.fyi/labs/databricks","analysis_json":"https://onlylabs.fyi/analysis/databricks/analysis.json","data_radar_json":null}},{"id":"fb2c8f47-296c-412f-a19f-c1057dc20a7a","title":"Geospatial Unbounded: Spatial SQL GA with AI/BI Maps, Delta Sharing, and Iceberg v3","org_slug":"databricks","org_name":"Databricks (DBRX)","kind":"post_published","priority_score":29,"priority_label":"context","next_action":"inspect_talking_signal","reason":"Databricks (DBRX) writing signal is context priority; uses category-scoped signal triage; has no attached traction yet.","occurred_at":"2026-06-11T17:06:38+00:00","first_seen_at":"2026-06-11T20:00:29.445768+00:00","date_source":"rss.item_date","data_business":{"matches":false,"lanes":[],"score":null,"matched_terms":[]},"urls":{"signal":"https://onlylabs.fyi/signals/fb2c8f47-296c-412f-a19f-c1057dc20a7a","signal_json":"https://onlylabs.fyi/signals/fb2c8f47-296c-412f-a19f-c1057dc20a7a/signal.json","source":"https://www.databricks.com/blog/geospatial-unbounded-spatial-sql-ga-aibi-maps-delta-sharing-and-iceberg-v3","lab_dossier":"https://onlylabs.fyi/labs/databricks","analysis_json":"https://onlylabs.fyi/analysis/databricks/analysis.json","data_radar_json":null}},{"id":"45b6a64b-e9fd-44d4-9273-8eab8c29ec15","title":"Financial Services AI: ROI, Agentic and Governance","org_slug":"snowflake","org_name":"Snowflake (Arctic)","kind":"post_published","priority_score":29,"priority_label":"context","next_action":"inspect_talking_signal","reason":"Snowflake (Arctic) writing signal is context priority; uses category-scoped signal triage; has no attached traction yet.","occurred_at":"2026-06-11T16:30:18+00:00","first_seen_at":"2026-06-11T20:00:29.811852+00:00","date_source":"rss.item_date","data_business":{"matches":false,"lanes":[],"score":null,"matched_terms":[]},"urls":{"signal":"https://onlylabs.fyi/signals/45b6a64b-e9fd-44d4-9273-8eab8c29ec15","signal_json":"https://onlylabs.fyi/signals/45b6a64b-e9fd-44d4-9273-8eab8c29ec15/signal.json","source":"https://www.snowflake.com/content/snowflake-site/global/en/blog/financial-services-ai-roi-agentic","lab_dossier":"https://onlylabs.fyi/labs/snowflake","analysis_json":"https://onlylabs.fyi/analysis/snowflake/analysis.json","data_radar_json":null}},{"id":"f13de5c9-f88c-45e1-a9a0-6154dcf83cb4","title":"AI Agents in Healthcare: 3 Snowflake Summit Takeaways","org_slug":"snowflake","org_name":"Snowflake (Arctic)","kind":"post_published","priority_score":29,"priority_label":"context","next_action":"inspect_talking_signal","reason":"Snowflake (Arctic) writing signal is context priority; uses category-scoped signal triage; has no attached traction yet.","occurred_at":"2026-06-11T16:00:00+00:00","first_seen_at":"2026-06-11T20:00:29.811852+00:00","date_source":"rss.item_date","data_business":{"matches":false,"lanes":[],"score":null,"matched_terms":[]},"urls":{"signal":"https://onlylabs.fyi/signals/f13de5c9-f88c-45e1-a9a0-6154dcf83cb4","signal_json":"https://onlylabs.fyi/signals/f13de5c9-f88c-45e1-a9a0-6154dcf83cb4/signal.json","source":"https://www.snowflake.com/content/snowflake-site/global/en/blog/ai-agents-in-healthcare-snowflake-summit-takeaways","lab_dossier":"https://onlylabs.fyi/labs/snowflake","analysis_json":"https://onlylabs.fyi/analysis/snowflake/analysis.json","data_radar_json":null}},{"id":"71e71211-d6c3-4679-9733-ac939f8e63c1","title":"Empower your healthcare agents with ready-to-use MCP on Databricks Marketplace","org_slug":"databricks","org_name":"Databricks (DBRX)","kind":"post_published","priority_score":29,"priority_label":"context","next_action":"inspect_talking_signal","reason":"Databricks (DBRX) writing signal is context priority; uses category-scoped signal triage; has no attached traction yet.","occurred_at":"2026-06-11T15:06:06+00:00","first_seen_at":"2026-06-11T20:00:29.445768+00:00","date_source":"rss.item_date","data_business":{"matches":false,"lanes":[],"score":null,"matched_terms":[]},"urls":{"signal":"https://onlylabs.fyi/signals/71e71211-d6c3-4679-9733-ac939f8e63c1","signal_json":"https://onlylabs.fyi/signals/71e71211-d6c3-4679-9733-ac939f8e63c1/signal.json","source":"https://www.databricks.com/blog/empower-your-healthcare-agents-ready-use-mcp-databricks-marketplace","lab_dossier":"https://onlylabs.fyi/labs/databricks","analysis_json":"https://onlylabs.fyi/analysis/databricks/analysis.json","data_radar_json":null}},{"id":"8936504e-2f39-4124-a9f3-997e7e8a0dfb","title":"How Ecolab rebuilt retail intelligence on Databricks and Anthropic Claude","org_slug":"databricks","org_name":"Databricks (DBRX)","kind":"post_published","priority_score":29,"priority_label":"context","next_action":"inspect_talking_signal","reason":"Databricks (DBRX) writing signal is context priority; uses category-scoped signal triage; has no attached traction yet.","occurred_at":"2026-06-11T14:44:00+00:00","first_seen_at":"2026-06-11T20:00:29.445768+00:00","date_source":"rss.item_date","data_business":{"matches":false,"lanes":[],"score":null,"matched_terms":[]},"urls":{"signal":"https://onlylabs.fyi/signals/8936504e-2f39-4124-a9f3-997e7e8a0dfb","signal_json":"https://onlylabs.fyi/signals/8936504e-2f39-4124-a9f3-997e7e8a0dfb/signal.json","source":"https://www.databricks.com/blog/how-ecolab-rebuilt-retail-intelligence-databricks-and-anthropic-claude","lab_dossier":"https://onlylabs.fyi/labs/databricks","analysis_json":"https://onlylabs.fyi/analysis/databricks/analysis.json","data_radar_json":null}}],"operations_handoff":{"objective":"Run the onlylabs background-agent loop for Neocloud: scrape public sources, capture readable pages, inspect ranked signal details, and refresh DeepSeek/deepagents analyses. Latest recorded scrape run started at 2026-06-10T09:18:34.671+00:00. 3 source issues, 0 page-capture targets, and 0 runnable analysis targets are visible.","safety":"Protected API endpoints and bearer secrets are intentionally omitted from public JSON. Use the authenticated npm runners from an operator environment with the required env vars.","required_environment":["CRON_SECRET","DEEPSEEK_API_KEY","EXA_API_KEY","SUPABASE service credentials"],"public_manifests":{"agents_json":"https://onlylabs.fyi/agents.json?category=neocloud&state=no-signals","signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","coverage_json":"https://onlylabs.fyi/coverage.json?category=neocloud","analysis_json":"https://onlylabs.fyi/analysis.json?category=neocloud","category_json":"https://onlylabs.fyi/neoclouds.json"},"runner_order":[{"action":"scrape_sources","when":"Run when sources are empty, stale, dead, or no-signal accounts need fresh public events.","command":"npm run scrape:sources -- --url <app-url>","dry_run_command":null,"first_target_command":null,"required_environment":["CRON_SECRET","SUPABASE service credentials"],"receipt_fields":["ok","sources","events_upserted","traction_matched","failures"],"public_evidence":"recent_scrape_runs"},{"action":"capture_pages","when":"Run before analysis when queue state is needs-pages or signal detail JSON lacks readable source context.","command":"npm run capture:pages -- --url <app-url> --limit 100","dry_run_command":null,"first_target_command":null,"required_environment":["CRON_SECRET","SUPABASE service credentials"],"receipt_fields":["ok","captured","limit","orgSlug"],"public_evidence":"dispatch_plan.lanes[state=needs-pages]"},{"action":"inspect_signal_triage","when":"Inspect signal detail JSON before refreshing an account analysis when a high-priority signal explains the change.","command":"open https://onlylabs.fyi/signals/7417c1f4-d11b-4ab7-9f69-1d5f322d01f8/signal.json","dry_run_command":null,"first_target_command":"open https://onlylabs.fyi/signals/7417c1f4-d11b-4ab7-9f69-1d5f322d01f8/signal.json","required_environment":[],"receipt_fields":["answer_pack.analysis_playbook","answer_pack.evidence_coverage","answer_pack.agent_handoff"],"public_evidence":"dispatch_plan.signal_inspection.targets"},{"action":"run_analysis_agent","when":"Run after readable evidence exists or when new signal/page freshness outruns the standing analysis.","command":"npm run agent:analysis -- --url <app-url> --category neocloud --limit 5 --web-limit 10","dry_run_command":"npm run agent:analysis -- --url <app-url> --category neocloud --limit 5 --web-limit 10 --dry-run","first_target_command":null,"required_environment":["CRON_SECRET","DEEPSEEK_API_KEY","EXA_API_KEY","SUPABASE service credentials"],"receipt_fields":["mode","status","workflow","agent.provider","agent.model","evidence_coverage","cited_refs","urls"],"public_evidence":"dispatch_plan.run_receipt_contract"}],"next_operator_checklist":["Review source_issues and run scrape:sources after source repair.","No page-capture target is currently first in queue.","Inspect the top signal detail JSON and its analysis_playbook.","No run-now target is currently visible."]},"semantic_triples":[{"subject":"Neocloud agent queue","predicate":"has visible target count","object":"0","text":"Neocloud agent queue has visible target count 0."},{"subject":"Neocloud runnable analyses","predicate":"has count","object":"0","text":"Neocloud runnable analyses has count 0."},{"subject":"Neocloud page capture targets","predicate":"has count","object":"0","text":"Neocloud page capture targets has count 0."},{"subject":"Neocloud scrape repair targets","predicate":"has count","object":"0","text":"Neocloud scrape repair targets has count 0."},{"subject":"Neocloud source issues","predicate":"has count","object":"3","text":"Neocloud source issues has count 3."},{"subject":"Neocloud signal triage targets","predicate":"has count","object":"8","text":"Neocloud signal triage targets has count 8."},{"subject":"Standing analysis agent","predicate":"uses","object":"DeepSeek v4 pro via deepagents","text":"Standing analysis agent uses DeepSeek v4 pro via deepagents."},{"subject":"Neocloud latest scrape run","predicate":"started at","object":"2026-06-10T09:18:34.671+00:00","text":"Neocloud latest scrape run started at 2026-06-10T09:18:34.671+00:00."},{"subject":"Neocloud top signal triage target","predicate":"is","object":"Databricks (DBRX) - Forward Deployed Engineering: Delivering Business Outcomes with AI","text":"Neocloud top signal triage target is Databricks (DBRX) - Forward Deployed Engineering: Delivering Business Outcomes with AI."}]},"totals":{"queue":0,"queue_states":{"run-now":0,"needs-pages":0,"fresh":0,"no-signals":0},"runnable":0,"needs_pages":0,"analyses":0,"evidence_refs":0,"web_refs":0,"sources":60,"source_health":{"ok":57,"stale":1,"empty":2,"dead":0,"stub":0,"unknown":0},"scrape_runs":7,"signals":100,"signal_triage_targets":8},"dispatch_plan":{"scope":{"category":"neocloud","label":"Neocloud","queue_state":"no-signals","queue_state_label":"No signals"},"safety":"Protected API endpoints and secrets are intentionally omitted from this public manifest; use authenticated runner scripts or cron jobs.","lanes":[{"state":"run-now","action":"run_analysis_agent","label":"Run now","intent":"Generate or refresh the standing cited analysis because captured pages or signals are ready.","required_environment":["CRON_SECRET","DEEPSEEK_API_KEY","SUPABASE service credentials"],"command_template":"npm run agent:analysis -- --url <app-url> --org <org-slug> --limit 1 --web-limit 10","count":0,"targets":[]},{"state":"needs-pages","action":"capture_pages","label":"Needs pages","intent":"Hydrate readable page evidence before asking the analysis agent to synthesize.","required_environment":["CRON_SECRET","SUPABASE service credentials"],"command_template":"npm run capture:pages -- --url <app-url> --org <org-slug> --limit 50","count":0,"targets":[]},{"state":"no-signals","action":"scrape_sources","label":"No signals","intent":"Repair or add public sources, then run the authenticated scrape path to create fresh signals.","required_environment":["enabled sources","authenticated scrape runner"],"command_template":null,"count":0,"targets":[]},{"state":"fresh","action":"monitor","label":"Fresh","intent":"Monitor for newer captured pages or signals; no analysis dispatch is needed yet.","required_environment":["daily scrape cadence","agent queue monitor"],"command_template":null,"count":0,"targets":[]}],"signal_inspection":{"intent":"Inspect ranked signal detail JSON, follow the signal analysis playbook, and synthesize source-grounded fields before org-level analysis refreshes.","required_inputs":["signal detail JSON","source URL or captured pages","lab dossier JSON","analysis evidence JSON"],"count":8,"targets":[{"id":"7417c1f4-d11b-4ab7-9f69-1d5f322d01f8","title":"Forward Deployed Engineering: Delivering Business Outcomes with AI","org_slug":"databricks","org_name":"Databricks (DBRX)","kind":"post_published","priority_score":30,"priority_label":"context","next_action":"inspect_talking_signal","reason":"Databricks (DBRX) writing signal is context priority; uses category-scoped signal triage; has no attached traction yet.","occurred_at":"2026-06-11T21:06:05+00:00","first_seen_at":"2026-06-11T20:00:29.445768+00:00","date_source":"rss.item_date","data_business":{"matches":false,"lanes":[],"score":null,"matched_terms":[]},"urls":{"signal":"https://onlylabs.fyi/signals/7417c1f4-d11b-4ab7-9f69-1d5f322d01f8","signal_json":"https://onlylabs.fyi/signals/7417c1f4-d11b-4ab7-9f69-1d5f322d01f8/signal.json","source":"https://www.databricks.com/blog/forward-deployed-engineering-delivering-business-outcomes-ai","lab_dossier":"https://onlylabs.fyi/labs/databricks","analysis_json":"https://onlylabs.fyi/analysis/databricks/analysis.json","data_radar_json":null}},{"id":"aaf35528-d22f-4cc9-964f-462270cb5ee5","title":"How ERGO Hestia reduced time-to-market with Lakebase and Mosaic AI Model Serving","org_slug":"databricks","org_name":"Databricks (DBRX)","kind":"post_published","priority_score":30,"priority_label":"context","next_action":"inspect_talking_signal","reason":"Databricks (DBRX) writing signal is context priority; uses category-scoped signal triage; has no attached traction yet.","occurred_at":"2026-06-11T19:15:00+00:00","first_seen_at":"2026-06-11T20:00:29.445768+00:00","date_source":"rss.item_date","data_business":{"matches":false,"lanes":[],"score":null,"matched_terms":[]},"urls":{"signal":"https://onlylabs.fyi/signals/aaf35528-d22f-4cc9-964f-462270cb5ee5","signal_json":"https://onlylabs.fyi/signals/aaf35528-d22f-4cc9-964f-462270cb5ee5/signal.json","source":"https://www.databricks.com/blog/how-ergo-hestia-reduced-time-market-lakebase-and-mosaic-ai-model-serving","lab_dossier":"https://onlylabs.fyi/labs/databricks","analysis_json":"https://onlylabs.fyi/analysis/databricks/analysis.json","data_radar_json":null}},{"id":"3d46f990-1f64-44c9-b6d8-e37e94c1df7a","title":"Welcoming the first cohort of Databricks student fellows","org_slug":"databricks","org_name":"Databricks (DBRX)","kind":"post_published","priority_score":29,"priority_label":"context","next_action":"inspect_talking_signal","reason":"Databricks (DBRX) writing signal is context priority; uses category-scoped signal triage; has no attached traction yet.","occurred_at":"2026-06-11T18:00:00+00:00","first_seen_at":"2026-06-11T20:00:29.445768+00:00","date_source":"rss.item_date","data_business":{"matches":false,"lanes":[],"score":null,"matched_terms":[]},"urls":{"signal":"https://onlylabs.fyi/signals/3d46f990-1f64-44c9-b6d8-e37e94c1df7a","signal_json":"https://onlylabs.fyi/signals/3d46f990-1f64-44c9-b6d8-e37e94c1df7a/signal.json","source":"https://www.databricks.com/blog/welcoming-first-cohort-databricks-student-fellows","lab_dossier":"https://onlylabs.fyi/labs/databricks","analysis_json":"https://onlylabs.fyi/analysis/databricks/analysis.json","data_radar_json":null}},{"id":"fb2c8f47-296c-412f-a19f-c1057dc20a7a","title":"Geospatial Unbounded: Spatial SQL GA with AI/BI Maps, Delta Sharing, and Iceberg v3","org_slug":"databricks","org_name":"Databricks (DBRX)","kind":"post_published","priority_score":29,"priority_label":"context","next_action":"inspect_talking_signal","reason":"Databricks (DBRX) writing signal is context priority; uses category-scoped signal triage; has no attached traction yet.","occurred_at":"2026-06-11T17:06:38+00:00","first_seen_at":"2026-06-11T20:00:29.445768+00:00","date_source":"rss.item_date","data_business":{"matches":false,"lanes":[],"score":null,"matched_terms":[]},"urls":{"signal":"https://onlylabs.fyi/signals/fb2c8f47-296c-412f-a19f-c1057dc20a7a","signal_json":"https://onlylabs.fyi/signals/fb2c8f47-296c-412f-a19f-c1057dc20a7a/signal.json","source":"https://www.databricks.com/blog/geospatial-unbounded-spatial-sql-ga-aibi-maps-delta-sharing-and-iceberg-v3","lab_dossier":"https://onlylabs.fyi/labs/databricks","analysis_json":"https://onlylabs.fyi/analysis/databricks/analysis.json","data_radar_json":null}},{"id":"45b6a64b-e9fd-44d4-9273-8eab8c29ec15","title":"Financial Services AI: ROI, Agentic and Governance","org_slug":"snowflake","org_name":"Snowflake (Arctic)","kind":"post_published","priority_score":29,"priority_label":"context","next_action":"inspect_talking_signal","reason":"Snowflake (Arctic) writing signal is context priority; uses category-scoped signal triage; has no attached traction yet.","occurred_at":"2026-06-11T16:30:18+00:00","first_seen_at":"2026-06-11T20:00:29.811852+00:00","date_source":"rss.item_date","data_business":{"matches":false,"lanes":[],"score":null,"matched_terms":[]},"urls":{"signal":"https://onlylabs.fyi/signals/45b6a64b-e9fd-44d4-9273-8eab8c29ec15","signal_json":"https://onlylabs.fyi/signals/45b6a64b-e9fd-44d4-9273-8eab8c29ec15/signal.json","source":"https://www.snowflake.com/content/snowflake-site/global/en/blog/financial-services-ai-roi-agentic","lab_dossier":"https://onlylabs.fyi/labs/snowflake","analysis_json":"https://onlylabs.fyi/analysis/snowflake/analysis.json","data_radar_json":null}},{"id":"f13de5c9-f88c-45e1-a9a0-6154dcf83cb4","title":"AI Agents in Healthcare: 3 Snowflake Summit Takeaways","org_slug":"snowflake","org_name":"Snowflake (Arctic)","kind":"post_published","priority_score":29,"priority_label":"context","next_action":"inspect_talking_signal","reason":"Snowflake (Arctic) writing signal is context priority; uses category-scoped signal triage; has no attached traction yet.","occurred_at":"2026-06-11T16:00:00+00:00","first_seen_at":"2026-06-11T20:00:29.811852+00:00","date_source":"rss.item_date","data_business":{"matches":false,"lanes":[],"score":null,"matched_terms":[]},"urls":{"signal":"https://onlylabs.fyi/signals/f13de5c9-f88c-45e1-a9a0-6154dcf83cb4","signal_json":"https://onlylabs.fyi/signals/f13de5c9-f88c-45e1-a9a0-6154dcf83cb4/signal.json","source":"https://www.snowflake.com/content/snowflake-site/global/en/blog/ai-agents-in-healthcare-snowflake-summit-takeaways","lab_dossier":"https://onlylabs.fyi/labs/snowflake","analysis_json":"https://onlylabs.fyi/analysis/snowflake/analysis.json","data_radar_json":null}},{"id":"71e71211-d6c3-4679-9733-ac939f8e63c1","title":"Empower your healthcare agents with ready-to-use MCP on Databricks Marketplace","org_slug":"databricks","org_name":"Databricks (DBRX)","kind":"post_published","priority_score":29,"priority_label":"context","next_action":"inspect_talking_signal","reason":"Databricks (DBRX) writing signal is context priority; uses category-scoped signal triage; has no attached traction yet.","occurred_at":"2026-06-11T15:06:06+00:00","first_seen_at":"2026-06-11T20:00:29.445768+00:00","date_source":"rss.item_date","data_business":{"matches":false,"lanes":[],"score":null,"matched_terms":[]},"urls":{"signal":"https://onlylabs.fyi/signals/71e71211-d6c3-4679-9733-ac939f8e63c1","signal_json":"https://onlylabs.fyi/signals/71e71211-d6c3-4679-9733-ac939f8e63c1/signal.json","source":"https://www.databricks.com/blog/empower-your-healthcare-agents-ready-use-mcp-databricks-marketplace","lab_dossier":"https://onlylabs.fyi/labs/databricks","analysis_json":"https://onlylabs.fyi/analysis/databricks/analysis.json","data_radar_json":null}},{"id":"8936504e-2f39-4124-a9f3-997e7e8a0dfb","title":"How Ecolab rebuilt retail intelligence on Databricks and Anthropic Claude","org_slug":"databricks","org_name":"Databricks (DBRX)","kind":"post_published","priority_score":29,"priority_label":"context","next_action":"inspect_talking_signal","reason":"Databricks (DBRX) writing signal is context priority; uses category-scoped signal triage; has no attached traction yet.","occurred_at":"2026-06-11T14:44:00+00:00","first_seen_at":"2026-06-11T20:00:29.445768+00:00","date_source":"rss.item_date","data_business":{"matches":false,"lanes":[],"score":null,"matched_terms":[]},"urls":{"signal":"https://onlylabs.fyi/signals/8936504e-2f39-4124-a9f3-997e7e8a0dfb","signal_json":"https://onlylabs.fyi/signals/8936504e-2f39-4124-a9f3-997e7e8a0dfb/signal.json","source":"https://www.databricks.com/blog/how-ecolab-rebuilt-retail-intelligence-databricks-and-anthropic-claude","lab_dossier":"https://onlylabs.fyi/labs/databricks","analysis_json":"https://onlylabs.fyi/analysis/databricks/analysis.json","data_radar_json":null}}]},"run_receipt_contract":{"schema_version":"onlylabs.analysis_agent_run_receipt.v1","returned_by":["npm run agent:analysis","authenticated analysis-agent route"],"modes":["dry_run","write"],"statuses":["ready","completed","skipped_no_evidence"],"fields":["mode","status","action","workflow","agent.provider","agent.model","evidence_coverage","cited_refs","command","urls"]}},"queue":[],"recent_analyses":[],"recent_scrape_runs":[{"id":"cdcdc8a5-fa07-4144-8c57-e604994f1071","started_at":"2026-06-10T09:18:34.671+00:00","finished_at":"2026-06-10T09:28:33.01+00:00","ok":true,"sources":154,"events_upserted":10748,"traction_matched":50,"failures":0},{"id":"0ba28241-e1c0-4306-ac01-f9091a6b5845","started_at":"2026-06-09T07:00:01.441+00:00","finished_at":"2026-06-09T07:02:02.942+00:00","ok":true,"sources":153,"events_upserted":10391,"traction_matched":33,"failures":0},{"id":"74b8e5fe-fe5a-4442-8b92-65b7ca2dc115","started_at":"2026-06-08T07:00:18.57+00:00","finished_at":"2026-06-08T07:02:13.17+00:00","ok":true,"sources":153,"events_upserted":10342,"traction_matched":23,"failures":0},{"id":"97046d7c-f2f2-420a-9412-c0186cfa994a","started_at":"2026-06-07T07:00:12.458+00:00","finished_at":"2026-06-07T07:01:26.35+00:00","ok":true,"sources":153,"events_upserted":10296,"traction_matched":24,"failures":0},{"id":"739ffb1d-0978-4cef-a38a-bfa97881ae4d","started_at":"2026-06-06T07:00:00.694+00:00","finished_at":"2026-06-06T07:00:59.402+00:00","ok":true,"sources":151,"events_upserted":10276,"traction_matched":18,"failures":0},{"id":"adb01635-f817-45d6-8ab5-d676561c9bd3","started_at":"2026-06-06T02:31:00.928+00:00","finished_at":"2026-06-06T02:32:25.573+00:00","ok":true,"sources":151,"events_upserted":10281,"traction_matched":23,"failures":0},{"id":"35d7ca5f-bef0-47b9-80c9-9b6500299ab3","started_at":"2026-06-06T01:49:28.342+00:00","finished_at":"2026-06-06T01:50:25.165+00:00","ok":true,"sources":151,"events_upserted":10278,"traction_matched":25,"failures":0}],"source_issues":[{"org_slug":"blackbox-ai","org":{"name":"Blackbox AI","category":"neocloud","category_label":"Neocloud"},"channel":"github","status":"stale","status_label":"stale","detail":"newest event is older than 365d (channel github)","last_event_at":"2023-12-29T07:18:57+00:00","checked_at":"2026-06-11T07:01:38.339+00:00","urls":{"dossier":"https://onlylabs.fyi/labs/blackbox-ai","coverage":"https://onlylabs.fyi/coverage"}},{"org_slug":"eigen-ai","org":{"name":"Eigen AI","category":"neocloud","category_label":"Neocloud"},"channel":"github","status":"empty","status_label":"empty","detail":"no events observed","last_event_at":null,"checked_at":"2026-06-11T07:01:30.125+00:00","urls":{"dossier":"https://onlylabs.fyi/labs/eigen-ai","coverage":"https://onlylabs.fyi/coverage"}},{"org_slug":"gmi-cloud","org":{"name":"GMI Cloud","category":"neocloud","category_label":"Neocloud"},"channel":"github","status":"empty","status_label":"empty","detail":"no events observed","last_event_at":null,"checked_at":"2026-06-11T07:00:53.309+00:00","urls":{"dossier":"https://onlylabs.fyi/labs/gmi-cloud","coverage":"https://onlylabs.fyi/coverage"}}]}