{"schema_version":"onlylabs.public_signal.v1","title":"Novita AI Repo: novitalabs/github-actions-runner-controller","description":"Novita AI repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/9640969c-c3aa-4665-9b25-df0c7ef2e28b","json_url":"https://onlylabs.fyi/signals/9640969c-c3aa-4665-9b25-df0c7ef2e28b/signal.json","generated_at":"2026-10-30T16:46:36.630Z","evidence_latest_fetched_at":"2026-10-30T07:04:14.571678+00:00","signal_first_seen_at":"2026-10-30T07:00:50.778387+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/9640969c-c3aa-4665-9b25-df0c7ef2e28b","signal_json":"https://onlylabs.fyi/signals/9640969c-c3aa-4665-9b25-df0c7ef2e28b/signal.json","source":"https://github.com/novitalabs/github-actions-runner-controller","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":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Novita AI published novitalabs/github-actions-runner-controller (Go). 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for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/9640969c-c3aa-4665-9b25-df0c7ef2e28b/signal.json","required":true},{"label":"source","url":"https://github.com/novitalabs/github-actions-runner-controller","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":null,"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 repo signal \"novitalabs/github-actions-runner-controller\" for neocloud strategy."},"semantic_triples":[{"subject":"Novita AI","predicate":"published repo","object":"novitalabs/github-actions-runner-controller","text":"Novita AI published repo novitalabs/github-actions-runner-controller."},{"subject":"novitalabs/github-actions-runner-controller","predicate":"is classified as","object":"repo signal","text":"novitalabs/github-actions-runner-controller is classified as repo signal."},{"subject":"novitalabs/github-actions-runner-controller","predicate":"belongs to","object":"repos desk","text":"novitalabs/github-actions-runner-controller belongs to repos desk."},{"subject":"novitalabs/github-actions-runner-controller","predicate":"has context","object":"Go","text":"novitalabs/github-actions-runner-controller has context Go."},{"subject":"novitalabs/github-actions-runner-controller","predicate":"has evidence coverage","object":"1 captured evidence page","text":"novitalabs/github-actions-runner-controller has evidence coverage 1 captured evidence page."},{"subject":"novitalabs/github-actions-runner-controller","predicate":"has captured page count","object":"1","text":"novitalabs/github-actions-runner-controller has captured page count 1."},{"subject":"novitalabs/github-actions-runner-controller","predicate":"has readable page count","object":"1","text":"novitalabs/github-actions-runner-controller has readable page count 1."},{"subject":"novitalabs/github-actions-runner-controller","predicate":"has related signal count","object":"6","text":"novitalabs/github-actions-runner-controller has related signal count 6."},{"subject":"novitalabs/github-actions-runner-controller","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"novitalabs/github-actions-runner-controller has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"novitalabs/github-actions-runner-controller","predicate":"has source host","object":"github.com","text":"novitalabs/github-actions-runner-controller has source host github.com."},{"subject":"novitalabs/github-actions-runner-controller","predicate":"has lab","object":"Novita AI","text":"novitalabs/github-actions-runner-controller has lab Novita AI."},{"subject":"novitalabs/github-actions-runner-controller","predicate":"has signal desk","object":"repos","text":"novitalabs/github-actions-runner-controller has signal desk repos."},{"subject":"novitalabs/github-actions-runner-controller","predicate":"has source host","object":"github.com","text":"novitalabs/github-actions-runner-controller has source host github.com."},{"subject":"novitalabs/github-actions-runner-controller","predicate":"has repository","object":"novitalabs/github-actions-runner-controller","text":"novitalabs/github-actions-runner-controller has repository novitalabs/github-actions-runner-controller."},{"subject":"novitalabs/github-actions-runner-controller","predicate":"has language","object":"Go","text":"novitalabs/github-actions-runner-controller has language Go."},{"subject":"novitalabs/github-actions-runner-controller","predicate":"has watch term","object":"Agents and tool use","text":"novitalabs/github-actions-runner-controller has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"repos","answer":"Novita AI published novitalabs/github-actions-runner-controller (Go). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo novitalabs/github-actions-runner-controller · language Go. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Novita AI","predicate":"published repo","object":"novitalabs/github-actions-runner-controller","text":"Novita AI published repo novitalabs/github-actions-runner-controller."},{"subject":"novitalabs/github-actions-runner-controller","predicate":"is classified as","object":"repo signal","text":"novitalabs/github-actions-runner-controller is classified as repo signal."},{"subject":"novitalabs/github-actions-runner-controller","predicate":"belongs to","object":"repos desk","text":"novitalabs/github-actions-runner-controller belongs to repos desk."},{"subject":"novitalabs/github-actions-runner-controller","predicate":"has context","object":"Go","text":"novitalabs/github-actions-runner-controller has context Go."},{"subject":"novitalabs/github-actions-runner-controller","predicate":"has evidence coverage","object":"1 captured evidence page","text":"novitalabs/github-actions-runner-controller has evidence coverage 1 captured evidence page."}]},"signal":{"id":"9640969c-c3aa-4665-9b25-df0c7ef2e28b","url":"https://onlylabs.fyi/signals/9640969c-c3aa-4665-9b25-df0c7ef2e28b","json_url":"https://onlylabs.fyi/signals/9640969c-c3aa-4665-9b25-df0c7ef2e28b/signal.json","source_url":"https://github.com/novitalabs/github-actions-runner-controller","title":"novitalabs/github-actions-runner-controller","summary":"Novita AI published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Go","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-10-28T15:17:30+00:00","first_seen_at":"2026-10-30T07:00:50.778387+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/github-actions-runner-controller"]},"facets":{"repo":"novitalabs/github-actions-runner-controller","language":"Go"},"traction":{"github_stars":0,"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/github-actions-runner-controller","final_url":"https://github.com/novitalabs/github-actions-runner-controller","title":"novitalabs/github-actions-runner-controller repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-10-30T07:04:14.571678+00:00","bytes":21795,"raw_path":"a814d8991e63fd1907308aefa2ac3c5cc26c654a64b533b7142fe2818d586b3b.json","content_hash":"50ef46490674c47f2f97a0656d17d7e0dddad07859eb280e3986b5fe7299ca44","excerpt_chars":1200,"truncated":true,"excerpt":"novitalabs/github-actions-runner-controller Description: Run GitHub Actions jobs in isolated Novita Sandboxes Language: Go License: MIT Stars: 0 Forks: 0 Open issues: 0 Created: 2026-10-28T15:17:30Z Pushed: 2026-10-29T08:44:53Z Default branch: main Fork: no Archived: no README: This controller uses GitHub's official [`github.com/actions/scaleset`](https://github.com/actions/scaleset) client to receive assigned jobs and desired runner capacity. A long-running controller creates one fresh Novita runner Sandbox for each job and kills it when the job finishes. > v0.1 uses the Scale Set API, which GitHub currently labels Public Preview. > The client API is stable, but its Go interfaces may evolve. This repository > pins `github.com/actions/scaleset v0.5.0`. Architecture ```mermaid flowchart LR G[\"GitHub Actions assigned job and JIT config\"] --> C[\"Controller Sandbox github-actions-controller\"] C --> T[\"Runner Template github-actions-runner\"] T --> R[\"Ephemeral Runner Sandbox one per job\"] R --> K[\"Job complete kill Sandbox\"] ``` The same controller implementation supports two control-plane placements. Novita Hosted is the recommended default because the controller remains online..."},"evidence_pages":[],"related_signals":[{"id":"23cf6876-3d4d-454b-977d-fa39c76b898f","url":"https://onlylabs.fyi/signals/23cf6876-3d4d-454b-977d-fa39c76b898f","source_url":"https://github.com/novitalabs/openai-agents-api-executor","title":"novitalabs/openai-agents-api-executor","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-09-11T04:01:09+00:00","first_seen_at":"2026-09-12T07:00:50.47283+00:00","date_source":"source"},{"id":"665cc718-8b35-47a9-a1ba-4ff33e138730","url":"https://onlylabs.fyi/signals/665cc718-8b35-47a9-a1ba-4ff33e138730","source_url":"https://github.com/novitalabs/chord","title":"novitalabs/chord","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-08-03T15:57:09+00:00","first_seen_at":"2026-08-04T07:00:50.557121+00:00","date_source":"source"},{"id":"ff2a14bf-4c83-4cf7-9906-8f0511ca15b4","url":"https://onlylabs.fyi/signals/ff2a14bf-4c83-4cf7-9906-8f0511ca15b4","source_url":"https://github.com/novitalabs/novita-gym","title":"novitalabs/novita-gym","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-07-27T08:42:19+00:00","first_seen_at":"2026-07-30T07:00:53.249555+00:00","date_source":"source"},{"id":"12ba0014-26bf-4bd8-ac6e-cb2e2a23f317","url":"https://onlylabs.fyi/signals/12ba0014-26bf-4bd8-ac6e-cb2e2a23f317","source_url":"https://github.com/novitalabs/novita-kilo-workshop","title":"novitalabs/novita-kilo-workshop","context":"CSS","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-06-24T13:24:42+00:00","first_seen_at":"2026-06-25T07:01:02.952653+00:00","date_source":"source"},{"id":"a012ba86-6692-4aaa-ac40-34057c82f19f","url":"https://onlylabs.fyi/signals/a012ba86-6692-4aaa-ac40-34057c82f19f","source_url":"https://github.com/novitalabs/NovitaBox","title":"novitalabs/NovitaBox","context":"Go","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-06-22T12:28:37+00:00","first_seen_at":"2026-06-23T07:00:53.652166+00:00","date_source":"source"},{"id":"c9dad096-0577-42b4-a851-98f4e4d8bd11","url":"https://onlylabs.fyi/signals/c9dad096-0577-42b4-a851-98f4e4d8bd11","source_url":"https://github.com/novitalabs/agentmemory-lab","title":"novitalabs/agentmemory-lab","context":"HTML","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-06-03T09:46:38+00:00","first_seen_at":"2026-06-05T22:32:19.042343+00:00","date_source":"source"}]}