{"schema_version":"onlylabs.category_intelligence.v1","title":"onlylabs neocloud intelligence","description":"Public signal intelligence over AI and GPU cloud providers: hiring, releases, repositories, forks, posts, and web context.","url":"https://onlylabs.fyi/neoclouds","json_url":"https://onlylabs.fyi/neoclouds.json","generated_at":"2026-06-13T13:55:50.588Z","summary":"30 neocloud organizations are indexed with 5,887 public signals and 0 generated analyses. Latest contextified signal: 2026-06-13T05:40:36+00:00.","answer_pack":{"answer":"Neocloud has 30 tracked organizations with 5,887 loaded public signals: 1,655 hiring, 580 forks, 1,717 releases or model cards, 858 talking, and 1,077 repos. Databricks (DBRX) leads this desk with 721 loaded signals. Latest contextified signal: Cloudflare (Workers AI) - Data Scientist. 0 standing agent analyses are generated for this category.","signal_desks":{"hiring":1655,"forks":580,"releases":1717,"talking":858,"repos":1077},"leaders":[{"org_slug":"databricks","org_name":"Databricks (DBRX)","signals":721},{"org_slug":"cloudflare","org_name":"Cloudflare (Workers AI)","signals":715},{"org_slug":"scaleway","org_name":"Scaleway","signals":644},{"org_slug":"coreweave","org_name":"CoreWeave","signals":593},{"org_slug":"digitalocean","org_name":"DigitalOcean (GradientAI)","signals":533}],"agent_handoff":{"objective":"Inspect Neocloud as the category-level intelligence desk with 30 tracked organizations and 5,887 loaded public signals. Rank priority accounts across hiring (1,655), forks (580), releases (1,717), talking (858), and repos (1,077). Identify account momentum, source gaps, and analysis-agent dispatch work for this category.","recommended_action":"inspect_category_signal_index","command":"npm run agent:analysis -- --url https://onlylabs.fyi --category neocloud --limit 5 --web-limit 10","dry_run_command":"npm run agent:analysis -- --url https://onlylabs.fyi --category neocloud --limit 5 --web-limit 10 --dry-run","next_questions":["Which neocloud organizations are producing the newest hiring, forks, releases, and talking signals?","Which orgs need source repair, page capture, or fresh analysis before they are useful?","Which signal desks are unusually active relative to the rest of the category?"],"required_environment":["CRON_SECRET","DEEPSEEK_API_KEY","SUPABASE service credentials"],"required_sources":["Neocloud category intelligence JSON","Neocloud signal feed JSON","agent operations JSON","coverage/source-health JSON","lab dossier JSON for priority accounts","analysis evidence JSON for priority 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580."},{"subject":"Neocloud","predicate":"has release signal count","object":"1,717","text":"Neocloud has release signal count 1,717."},{"subject":"Neocloud","predicate":"has talking signal count","object":"858","text":"Neocloud has talking signal count 858."},{"subject":"Databricks (DBRX)","predicate":"leads neocloud with","object":"721 signals","text":"Databricks (DBRX) leads neocloud with 721 signals."},{"subject":"Neocloud latest signal","predicate":"is","object":"Cloudflare (Workers AI) - Data Scientist","text":"Neocloud latest signal is Cloudflare (Workers AI) - Data Scientist."}]},"scope":{"category":"neocloud","label":"Neocloud","route":"/neoclouds","json_route":"/neoclouds.json"},"keywords":["neoclouds","GPU cloud providers","AI cloud infrastructure","GPU hiring","AI infrastructure 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model-launch context.","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-06-10T13:00:00+00:00","first_seen_at":"2026-06-11T07:01:30.73661+00:00","date_source":"rss.item_date","evidence_coverage":null,"facets":{},"traction":{"github_stars":null,"hn_points":2,"hn_comments":1,"hn_story_id":"48496824","hf_downloads":null,"hf_likes":null},"data_radar":null},{"id":"19c1aa86-cbcf-49c0-ba43-9bdb6b848150","url":"https://onlylabs.fyi/signals/19c1aa86-cbcf-49c0-ba43-9bdb6b848150","json_url":"https://onlylabs.fyi/signals/19c1aa86-cbcf-49c0-ba43-9bdb6b848150/signal.json","source_url":"https://blog.cloudflare.com/frontier-model-defense/","title":"Defend against frontier cyber models: Cloudflare's architecture as customer zero","summary":"Cloudflare (Workers AI) published a writing signal. onlylabs watches public writing for research themes, product direction, and model-launch 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