{"schema_version":"onlylabs.public_signal.v1","title":"Novita AI Release: novitalabs/NovitaBox v0.0.3","description":"Novita AI release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/dfaacbd8-be8d-462c-a29e-b487e33493f4","json_url":"https://onlylabs.fyi/signals/dfaacbd8-be8d-462c-a29e-b487e33493f4/signal.json","generated_at":"2026-07-26T18:46:56.391Z","evidence_latest_fetched_at":"2026-07-23T07:01:42.119299+00:00","signal_first_seen_at":"2026-07-23T07:00:51.24532+00:00","org":{"slug":"novita","name":"Novita AI","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/novita","dossier_json_url":"https://onlylabs.fyi/labs/novita/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/dfaacbd8-be8d-462c-a29e-b487e33493f4","signal_json":"https://onlylabs.fyi/signals/dfaacbd8-be8d-462c-a29e-b487e33493f4/signal.json","source":"https://github.com/novitalabs/NovitaBox/releases/tag/v0.0.3","lab_dossier":"https://onlylabs.fyi/labs/novita","lab_dossier_json":"https://onlylabs.fyi/labs/novita/dossier.json","analysis":"https://onlylabs.fyi/analysis/novita","analysis_json":"https://onlylabs.fyi/analysis/novita/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/novita/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":"Novita AI published novitalabs/NovitaBox v0.0.3 (novitalabs/NovitaBox). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v0.0.3 Repository: novitalabs/NovitaBox Tag: v0.0.3 Published: 2026-07-22T07:27:34Z Prerelease: no Release notes: Changelog Added - gVisor runtime support backed by.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/novitalabs/NovitaBox/releases/tag/v0.0.3","source_host":"github.com","occurred_at":"2026-07-22T07:27:34+00:00","first_seen_at":"2026-07-23T07:00:51.24532+00:00","date_source":"source","context":"novitalabs/NovitaBox"},"context_markers":[{"label":"Lab","value":"Novita AI","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"novitalabs/NovitaBox","source":"source"},{"label":"Release","value":"v0.0.3","source":"source"},{"label":"Watch term","value":"Infrastructure","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/novitalabs/NovitaBox/releases/tag/v0.0.3"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-07-23T07:01:42.119299+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/dfaacbd8-be8d-462c-a29e-b487e33493f4/signal.json","dossier_json":"https://onlylabs.fyi/labs/novita/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/novita/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/novita/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/dfaacbd8-be8d-462c-a29e-b487e33493f4/signal.json","required":true},{"label":"source","url":"https://github.com/novitalabs/NovitaBox/releases/tag/v0.0.3","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/novita/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/novita/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 Novita AI's release signal \"novitalabs/NovitaBox v0.0.3\" for neocloud strategy."},"semantic_triples":[{"subject":"Novita AI","predicate":"released","object":"novitalabs/NovitaBox v0.0.3","text":"Novita AI released novitalabs/NovitaBox v0.0.3."},{"subject":"novitalabs/NovitaBox v0.0.3","predicate":"is classified as","object":"release signal","text":"novitalabs/NovitaBox v0.0.3 is classified as release signal."},{"subject":"novitalabs/NovitaBox v0.0.3","predicate":"belongs to","object":"releases desk","text":"novitalabs/NovitaBox v0.0.3 belongs to releases desk."},{"subject":"novitalabs/NovitaBox v0.0.3","predicate":"has context","object":"novitalabs/NovitaBox","text":"novitalabs/NovitaBox v0.0.3 has context novitalabs/NovitaBox."},{"subject":"novitalabs/NovitaBox v0.0.3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"novitalabs/NovitaBox v0.0.3 has evidence coverage 1 captured evidence page."},{"subject":"novitalabs/NovitaBox v0.0.3","predicate":"has captured page count","object":"1","text":"novitalabs/NovitaBox v0.0.3 has captured page count 1."},{"subject":"novitalabs/NovitaBox v0.0.3","predicate":"has readable page count","object":"1","text":"novitalabs/NovitaBox v0.0.3 has readable page count 1."},{"subject":"novitalabs/NovitaBox v0.0.3","predicate":"has related signal count","object":"6","text":"novitalabs/NovitaBox v0.0.3 has related signal count 6."},{"subject":"novitalabs/NovitaBox v0.0.3","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":"novitalabs/NovitaBox v0.0.3 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"novitalabs/NovitaBox v0.0.3","predicate":"has source host","object":"github.com","text":"novitalabs/NovitaBox v0.0.3 has source host github.com."},{"subject":"novitalabs/NovitaBox v0.0.3","predicate":"has lab","object":"Novita AI","text":"novitalabs/NovitaBox v0.0.3 has lab Novita AI."},{"subject":"novitalabs/NovitaBox v0.0.3","predicate":"has signal desk","object":"releases","text":"novitalabs/NovitaBox v0.0.3 has signal desk releases."},{"subject":"novitalabs/NovitaBox v0.0.3","predicate":"has source host","object":"github.com","text":"novitalabs/NovitaBox v0.0.3 has source host github.com."},{"subject":"novitalabs/NovitaBox v0.0.3","predicate":"has repository","object":"novitalabs/NovitaBox","text":"novitalabs/NovitaBox v0.0.3 has repository novitalabs/NovitaBox."},{"subject":"novitalabs/NovitaBox v0.0.3","predicate":"has release","object":"v0.0.3","text":"novitalabs/NovitaBox v0.0.3 has release v0.0.3."},{"subject":"novitalabs/NovitaBox v0.0.3","predicate":"has watch term","object":"Infrastructure","text":"novitalabs/NovitaBox v0.0.3 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"Novita AI published novitalabs/NovitaBox v0.0.3 (novitalabs/NovitaBox). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v0.0.3 Repository: novitalabs/NovitaBox Tag: v0.0.3 Published: 2026-07-22T07:27:34Z Prerelease: no Release notes: Changelog Added - gVisor runtime support backed by.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Novita AI","predicate":"released","object":"novitalabs/NovitaBox v0.0.3","text":"Novita AI released novitalabs/NovitaBox v0.0.3."},{"subject":"novitalabs/NovitaBox v0.0.3","predicate":"is classified as","object":"release signal","text":"novitalabs/NovitaBox v0.0.3 is classified as release signal."},{"subject":"novitalabs/NovitaBox v0.0.3","predicate":"belongs to","object":"releases desk","text":"novitalabs/NovitaBox v0.0.3 belongs to releases desk."},{"subject":"novitalabs/NovitaBox v0.0.3","predicate":"has context","object":"novitalabs/NovitaBox","text":"novitalabs/NovitaBox v0.0.3 has context novitalabs/NovitaBox."},{"subject":"novitalabs/NovitaBox v0.0.3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"novitalabs/NovitaBox v0.0.3 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"dfaacbd8-be8d-462c-a29e-b487e33493f4","url":"https://onlylabs.fyi/signals/dfaacbd8-be8d-462c-a29e-b487e33493f4","json_url":"https://onlylabs.fyi/signals/dfaacbd8-be8d-462c-a29e-b487e33493f4/signal.json","source_url":"https://github.com/novitalabs/NovitaBox/releases/tag/v0.0.3","title":"novitalabs/NovitaBox v0.0.3","summary":"Novita AI published release notes. onlylabs watches releases for what actually shipped.","context":"novitalabs/NovitaBox","kind":{"key":"release","label":"Release"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-07-22T07:27:34+00:00","first_seen_at":"2026-07-23T07:00:51.24532+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/novitalabs/NovitaBox/releases/tag/v0.0.3"]},"facets":{"repo":"novitalabs/NovitaBox"},"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":{"is_primary":true,"source_match":true,"url":"https://github.com/novitalabs/NovitaBox/releases/tag/v0.0.3","final_url":"https://github.com/novitalabs/NovitaBox/releases/tag/v0.0.3","title":"novitalabs/NovitaBox v0.0.3","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-07-23T07:01:42.119299+00:00","bytes":17401,"raw_path":"371961511d119de5c4005f921173f8eb216f2803d2c7759d52d62b01a96009ac.json","content_hash":"ef3d4aae8ddfb91398bd8edcdfdfcdeb5b36de5c73578729f3d81050d181055d","excerpt_chars":1200,"truncated":true,"excerpt":"v0.0.3 Repository: novitalabs/NovitaBox Tag: v0.0.3 Published: 2026-07-22T07:27:34Z Prerelease: no Release notes: Changelog Added - gVisor runtime support backed by `runsc` - Directory-rootfs templates, images, and sandboxes for gVisor - NVIDIA GPU sandbox support for gVisor through `runsc --nvproxy` and NVIDIA CDI - `--runtime gvisor` support for `boxctl tpl build` and `boxctl sbx create` - `--gpu ` support for creating GPU sandboxes - Runtime capability reporting for gVisor - Release asset support for `runsc-` downloads during installation Changed - Update the release installer to download `runsc` from the `v0.0.3` release assets - Update Linux and macOS Lima installers to install `runsc` into the NovitaBox runtime directory - Split Firecracker and gVisor artifact handling between `rootfs.ext4` snapshots and directory rootfs - Prepare runtime-specific sandbox networking for Firecracker and gVisor - Improve sandbox cleanup by unmounting leaked runtime mounts before removing rootfs directories - Update documentation for gVisor, GPU, runtime capabilities, artifacts, networking, and installation Fixed - Cleanup issues for gVisor GPU sandboxes with leaked `/proc` or NVIDIA CDI hook..."},"evidence_pages":[],"related_signals":[{"id":"6fb0b83b-0e03-4bcf-91b0-9305feb44cae","url":"https://onlylabs.fyi/signals/6fb0b83b-0e03-4bcf-91b0-9305feb44cae","source_url":"https://github.com/novitalabs/pegaflow/releases/tag/v0.23.5","title":"novitalabs/pegaflow v0.23.5","context":"novitalabs/pegaflow","kind":{"key":"release","label":"Release"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-07-23T07:24:21+00:00","first_seen_at":"2026-07-24T07:00:51.685272+00:00","date_source":"source"},{"id":"b9393035-b37a-419a-b747-b6f39f4b54b2","url":"https://onlylabs.fyi/signals/b9393035-b37a-419a-b747-b6f39f4b54b2","source_url":"https://github.com/novitalabs/pegaflow/releases/tag/v0.23.4","title":"novitalabs/pegaflow v0.23.4","context":"novitalabs/pegaflow","kind":{"key":"release","label":"Release"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-07-16T07:41:24+00:00","first_seen_at":"2026-07-17T07:00:51.694133+00:00","date_source":"source"},{"id":"95d9d3b8-672b-4bc6-baf6-13219cd7afc6","url":"https://onlylabs.fyi/signals/95d9d3b8-672b-4bc6-baf6-13219cd7afc6","source_url":"https://github.com/novitalabs/pegaflow/releases/tag/v0.23.3","title":"novitalabs/pegaflow v0.23.3","context":"novitalabs/pegaflow","kind":{"key":"release","label":"Release"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-07-10T06:11:29+00:00","first_seen_at":"2026-07-10T07:00:52.309653+00:00","date_source":"source"},{"id":"1b288ef6-d70a-4188-940c-bcfbc72ffe67","url":"https://onlylabs.fyi/signals/1b288ef6-d70a-4188-940c-bcfbc72ffe67","source_url":"https://github.com/novitalabs/NovitaBox/releases/tag/v0.0.2","title":"novitalabs/NovitaBox v0.0.2","context":"novitalabs/NovitaBox","kind":{"key":"release","label":"Release"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-07-06T07:19:58+00:00","first_seen_at":"2026-07-07T07:00:53.244228+00:00","date_source":"source"},{"id":"6b8a1ab9-5188-435b-b484-a165a350c81a","url":"https://onlylabs.fyi/signals/6b8a1ab9-5188-435b-b484-a165a350c81a","source_url":"https://github.com/novitalabs/pegaflow/releases/tag/v0.23.2","title":"novitalabs/pegaflow v0.23.2","context":"novitalabs/pegaflow","kind":{"key":"release","label":"Release"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-07-01T06:18:46+00:00","first_seen_at":"2026-07-01T07:00:52.518563+00:00","date_source":"source"},{"id":"7b689e9e-85ff-469e-b173-ba38b4965d94","url":"https://onlylabs.fyi/signals/7b689e9e-85ff-469e-b173-ba38b4965d94","source_url":"https://github.com/novitalabs/NovitaBox/releases/tag/v0.0.1","title":"novitalabs/NovitaBox v0.0.1","context":"novitalabs/NovitaBox","kind":{"key":"release","label":"Release"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-06-30T12:07:45+00:00","first_seen_at":"2026-07-01T07:00:52.518563+00:00","date_source":"source"}]}