{"schema_version":"onlylabs.public_signal.v1","title":"Novita AI Release: novitalabs/NovitaBox v0.0.1","description":"Novita AI release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/7b689e9e-85ff-469e-b173-ba38b4965d94","json_url":"https://onlylabs.fyi/signals/7b689e9e-85ff-469e-b173-ba38b4965d94/signal.json","generated_at":"2026-07-26T20:40:02.697Z","evidence_latest_fetched_at":"2026-07-01T07:01:16.678971+00:00","signal_first_seen_at":"2026-07-01T07:00:52.518563+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/7b689e9e-85ff-469e-b173-ba38b4965d94","signal_json":"https://onlylabs.fyi/signals/7b689e9e-85ff-469e-b173-ba38b4965d94/signal.json","source":"https://github.com/novitalabs/NovitaBox/releases/tag/v0.0.1","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 v0.0.1 (novitalabs/NovitaBox). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Initial release of a minor tool, no traction indicators. · v0.0.1 Repository: novitalabs/NovitaBox Tag: v0.0.1 Published: 2026-06-30T12:07:45Z Prerelease: no Release notes: Changelog Added - Template lifecycle APIs and build.... 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/v0.0.1","source_host":"github.com","occurred_at":"2026-06-30T12:07:45+00:00","first_seen_at":"2026-07-01T07:00:52.518563+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":"v0.0.1","source":"source"},{"label":"Notability","value":"Initial release of a minor tool, no traction indicators.","source":"signal"},{"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/novitalabs/NovitaBox/releases/tag/v0.0.1"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-07-01T07:01:16.678971+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/7b689e9e-85ff-469e-b173-ba38b4965d94/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/7b689e9e-85ff-469e-b173-ba38b4965d94/signal.json","required":true},{"label":"source","url":"https://github.com/novitalabs/NovitaBox/releases/tag/v0.0.1","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 v0.0.1\" for neocloud strategy."},"semantic_triples":[{"subject":"Novita AI","predicate":"released","object":"novitalabs/NovitaBox v0.0.1","text":"Novita AI released novitalabs/NovitaBox v0.0.1."},{"subject":"novitalabs/NovitaBox v0.0.1","predicate":"is classified as","object":"release signal","text":"novitalabs/NovitaBox v0.0.1 is classified as release signal."},{"subject":"novitalabs/NovitaBox v0.0.1","predicate":"belongs to","object":"releases desk","text":"novitalabs/NovitaBox v0.0.1 belongs to releases desk."},{"subject":"novitalabs/NovitaBox v0.0.1","predicate":"has context","object":"novitalabs/NovitaBox","text":"novitalabs/NovitaBox v0.0.1 has context novitalabs/NovitaBox."},{"subject":"novitalabs/NovitaBox v0.0.1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"novitalabs/NovitaBox v0.0.1 has evidence coverage 1 captured evidence page."},{"subject":"novitalabs/NovitaBox v0.0.1","predicate":"has captured page count","object":"1","text":"novitalabs/NovitaBox v0.0.1 has captured page count 1."},{"subject":"novitalabs/NovitaBox v0.0.1","predicate":"has readable page count","object":"1","text":"novitalabs/NovitaBox v0.0.1 has readable page count 1."},{"subject":"novitalabs/NovitaBox v0.0.1","predicate":"has related signal count","object":"6","text":"novitalabs/NovitaBox v0.0.1 has related signal count 6."},{"subject":"novitalabs/NovitaBox v0.0.1","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 v0.0.1 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 v0.0.1","predicate":"has source host","object":"github.com","text":"novitalabs/NovitaBox v0.0.1 has source host github.com."},{"subject":"novitalabs/NovitaBox v0.0.1","predicate":"has lab","object":"Novita AI","text":"novitalabs/NovitaBox v0.0.1 has lab Novita AI."},{"subject":"novitalabs/NovitaBox v0.0.1","predicate":"has signal desk","object":"releases","text":"novitalabs/NovitaBox v0.0.1 has signal desk releases."},{"subject":"novitalabs/NovitaBox v0.0.1","predicate":"has source host","object":"github.com","text":"novitalabs/NovitaBox v0.0.1 has source host github.com."},{"subject":"novitalabs/NovitaBox v0.0.1","predicate":"has repository","object":"novitalabs/NovitaBox","text":"novitalabs/NovitaBox v0.0.1 has repository novitalabs/NovitaBox."},{"subject":"novitalabs/NovitaBox v0.0.1","predicate":"has release","object":"v0.0.1","text":"novitalabs/NovitaBox v0.0.1 has release v0.0.1."},{"subject":"novitalabs/NovitaBox v0.0.1","predicate":"has notability","object":"Initial release of a minor tool, no traction indicators.","text":"novitalabs/NovitaBox v0.0.1 has notability Initial release of a minor tool, no traction indicators.."},{"subject":"novitalabs/NovitaBox v0.0.1","predicate":"has watch term","object":"Agents and tool use","text":"novitalabs/NovitaBox v0.0.1 has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"releases","answer":"Novita AI published novitalabs/NovitaBox v0.0.1 (novitalabs/NovitaBox). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Initial release of a minor tool, no traction indicators. · v0.0.1 Repository: novitalabs/NovitaBox Tag: v0.0.1 Published: 2026-06-30T12:07:45Z Prerelease: no Release notes: Changelog Added - Template lifecycle APIs and build.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Novita AI","predicate":"released","object":"novitalabs/NovitaBox v0.0.1","text":"Novita AI released novitalabs/NovitaBox v0.0.1."},{"subject":"novitalabs/NovitaBox v0.0.1","predicate":"is classified as","object":"release signal","text":"novitalabs/NovitaBox v0.0.1 is classified as release signal."},{"subject":"novitalabs/NovitaBox v0.0.1","predicate":"belongs to","object":"releases desk","text":"novitalabs/NovitaBox v0.0.1 belongs to releases desk."},{"subject":"novitalabs/NovitaBox v0.0.1","predicate":"has context","object":"novitalabs/NovitaBox","text":"novitalabs/NovitaBox v0.0.1 has context novitalabs/NovitaBox."},{"subject":"novitalabs/NovitaBox v0.0.1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"novitalabs/NovitaBox v0.0.1 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"7b689e9e-85ff-469e-b173-ba38b4965d94","url":"https://onlylabs.fyi/signals/7b689e9e-85ff-469e-b173-ba38b4965d94","json_url":"https://onlylabs.fyi/signals/7b689e9e-85ff-469e-b173-ba38b4965d94/signal.json","source_url":"https://github.com/novitalabs/NovitaBox/releases/tag/v0.0.1","title":"novitalabs/NovitaBox v0.0.1","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":"2026-06-30T12:07:45+00:00","first_seen_at":"2026-07-01T07:00:52.518563+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/v0.0.1"]},"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/v0.0.1","final_url":"https://github.com/novitalabs/NovitaBox/releases/tag/v0.0.1","title":"novitalabs/NovitaBox v0.0.1","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-07-01T07:01:16.678971+00:00","bytes":9716,"raw_path":"55551641aaf4bafd6f586bbff3000b03bae377d7fc83760c0fb9695c6d1ee1a6.json","content_hash":"ebe26343ddb81d187e644844bdd7b8bd5e3a49e40193210b8d8a31590814992b","excerpt_chars":1200,"truncated":true,"excerpt":"v0.0.1 Repository: novitalabs/NovitaBox Tag: v0.0.1 Published: 2026-06-30T12:07:45Z Prerelease: no Release notes: Changelog Added - Template lifecycle APIs and build flow - Sandbox lifecycle APIs for create, list, get, delete, pause, resume, poweroff, poweron, and reboot - Firecracker runtime support with rootfs, snapshots, tap networking, and pause/resume - boxd guest agent for health checks, exec, PTY, file operations, and process APIs - boxproxy forwarding for sandbox process and terminal connections - Connect-compatible terminal support for SDK/CLI usage - Image creation from templates - Readonly agent disk support for updating boxd without rebuilding templates - Runtime network slot leasing for active sandboxes Changed - Store SQLite data under `$ROOT/db/novitabox.db` by default - Use runtime network slots instead of sandbox ID hashing for host access IP allocation - Release sandbox network slots on pause, stop, and kill - Export images from templates by booting and shutting down the runtime before copying rootfs - Refactor Firecracker API calls into explicit client methods Fixed - Sandbox shim cleanup after delete - Template build compatibility with SDK build steps - Error..."},"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":"dfaacbd8-be8d-462c-a29e-b487e33493f4","url":"https://onlylabs.fyi/signals/dfaacbd8-be8d-462c-a29e-b487e33493f4","source_url":"https://github.com/novitalabs/NovitaBox/releases/tag/v0.0.3","title":"novitalabs/NovitaBox v0.0.3","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"},{"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"}]}