{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Repo: NVIDIA/rumpelpod","description":"NVIDIA repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/a2286edc-0571-4072-82d2-65e6c99e8316","json_url":"https://onlylabs.fyi/signals/a2286edc-0571-4072-82d2-65e6c99e8316/signal.json","generated_at":"2026-06-11T02:42:22.80223+00:00","org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/nvidia","dossier_json_url":"https://onlylabs.fyi/labs/nvidia/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/a2286edc-0571-4072-82d2-65e6c99e8316","signal_json":"https://onlylabs.fyi/signals/a2286edc-0571-4072-82d2-65e6c99e8316/signal.json","source":"https://github.com/NVIDIA/rumpelpod","lab_dossier":"https://onlylabs.fyi/labs/nvidia","lab_dossier_json":"https://onlylabs.fyi/labs/nvidia/dossier.json","analysis":"https://onlylabs.fyi/analysis/nvidia","analysis_json":"https://onlylabs.fyi/analysis/nvidia/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nvidia/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"NVIDIA published NVIDIA/rumpelpod (Rust). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo NVIDIA/rumpelpod · language Rust · New NVIDIA repo, unknown traction.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/NVIDIA/rumpelpod","source_host":"github.com","occurred_at":"2026-04-29T19:36:59+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source","context":"Rust"},"context_markers":[{"label":"Lab","value":"NVIDIA","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"NVIDIA/rumpelpod","source":"source"},{"label":"Language","value":"Rust","source":"source"},{"label":"Notability","value":"New NVIDIA repo, unknown traction.","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/NVIDIA/rumpelpod"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:42:22.80223+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/a2286edc-0571-4072-82d2-65e6c99e8316/signal.json","dossier_json":"https://onlylabs.fyi/labs/nvidia/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/nvidia/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nvidia/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":null,"opportunities_json":null},"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.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/a2286edc-0571-4072-82d2-65e6c99e8316/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/rumpelpod","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/nvidia/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/nvidia/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 NVIDIA's repo signal \"NVIDIA/rumpelpod\" for frontier lab strategy."},"semantic_triples":[{"subject":"NVIDIA","predicate":"published repo","object":"NVIDIA/rumpelpod","text":"NVIDIA published repo NVIDIA/rumpelpod."},{"subject":"NVIDIA/rumpelpod","predicate":"is classified as","object":"repo signal","text":"NVIDIA/rumpelpod is classified as repo signal."},{"subject":"NVIDIA/rumpelpod","predicate":"belongs to","object":"repos desk","text":"NVIDIA/rumpelpod belongs to repos desk."},{"subject":"NVIDIA/rumpelpod","predicate":"has context","object":"Rust","text":"NVIDIA/rumpelpod has context Rust."},{"subject":"NVIDIA/rumpelpod","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/rumpelpod has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/rumpelpod","predicate":"has captured page count","object":"1","text":"NVIDIA/rumpelpod has captured page count 1."},{"subject":"NVIDIA/rumpelpod","predicate":"has readable page count","object":"1","text":"NVIDIA/rumpelpod has readable page count 1."},{"subject":"NVIDIA/rumpelpod","predicate":"has related signal count","object":"6","text":"NVIDIA/rumpelpod has related signal count 6."},{"subject":"NVIDIA/rumpelpod","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":"NVIDIA/rumpelpod 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":"NVIDIA/rumpelpod","predicate":"has source host","object":"github.com","text":"NVIDIA/rumpelpod has source host github.com."},{"subject":"NVIDIA/rumpelpod","predicate":"has lab","object":"NVIDIA","text":"NVIDIA/rumpelpod has lab NVIDIA."},{"subject":"NVIDIA/rumpelpod","predicate":"has signal desk","object":"repos","text":"NVIDIA/rumpelpod has signal desk repos."},{"subject":"NVIDIA/rumpelpod","predicate":"has source host","object":"github.com","text":"NVIDIA/rumpelpod has source host github.com."},{"subject":"NVIDIA/rumpelpod","predicate":"has repository","object":"NVIDIA/rumpelpod","text":"NVIDIA/rumpelpod has repository NVIDIA/rumpelpod."},{"subject":"NVIDIA/rumpelpod","predicate":"has language","object":"Rust","text":"NVIDIA/rumpelpod has language Rust."},{"subject":"NVIDIA/rumpelpod","predicate":"has notability","object":"New NVIDIA repo, unknown traction.","text":"NVIDIA/rumpelpod has notability New NVIDIA repo, unknown traction.."},{"subject":"NVIDIA/rumpelpod","predicate":"has watch term","object":"Agents and tool use","text":"NVIDIA/rumpelpod has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"repos","answer":"NVIDIA published NVIDIA/rumpelpod (Rust). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo NVIDIA/rumpelpod · language Rust · New NVIDIA repo, unknown traction.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"NVIDIA","predicate":"published repo","object":"NVIDIA/rumpelpod","text":"NVIDIA published repo NVIDIA/rumpelpod."},{"subject":"NVIDIA/rumpelpod","predicate":"is classified as","object":"repo signal","text":"NVIDIA/rumpelpod is classified as repo signal."},{"subject":"NVIDIA/rumpelpod","predicate":"belongs to","object":"repos desk","text":"NVIDIA/rumpelpod belongs to repos desk."},{"subject":"NVIDIA/rumpelpod","predicate":"has context","object":"Rust","text":"NVIDIA/rumpelpod has context Rust."},{"subject":"NVIDIA/rumpelpod","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/rumpelpod has evidence coverage 1 captured evidence page."}]},"signal":{"id":"a2286edc-0571-4072-82d2-65e6c99e8316","url":"https://onlylabs.fyi/signals/a2286edc-0571-4072-82d2-65e6c99e8316","json_url":"https://onlylabs.fyi/signals/a2286edc-0571-4072-82d2-65e6c99e8316/signal.json","source_url":"https://github.com/NVIDIA/rumpelpod","title":"NVIDIA/rumpelpod","summary":"NVIDIA published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Rust","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-04-29T19:36:59+00:00","first_seen_at":"2026-06-05T20:58:43.255815+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/NVIDIA/rumpelpod"]},"facets":{"repo":"NVIDIA/rumpelpod","language":"Rust"},"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":{"url":"https://github.com/NVIDIA/rumpelpod","final_url":"https://github.com/NVIDIA/rumpelpod","title":"NVIDIA/rumpelpod repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:42:22.80223+00:00","bytes":9707,"raw_path":"89679545179d6959622f1d50507ab4ee8e69c8911ef8d58ce4e3b9040e79b946.json","content_hash":"a9a5d14f0e08d92aa367e441c082246ed5f2ced71ab49bd93d486267d2e1f346","excerpt_chars":1200,"truncated":true,"excerpt":"NVIDIA/rumpelpod Description: Orchestrator for LLM coding agents in Docker and Kubernetes pods Language: Rust License: Apache-2.0 Stars: 0 Forks: 0 Open issues: 0 Created: 2026-04-29T19:36:59Z Pushed: 2026-05-22T08:54:11Z Default branch: main Fork: no Archived: no README: Rumpelpod Manage multiple independent workspaces of a repository in Docker containers or Kubernetes pods, on local or remote hosts. Designed for running LLM coding agents. **Full documentation in the [user guide](GUIDE.md).** ```bash curl -fsSL https://raw.githubusercontent.com/nvidia/rumpelpod/main/install.sh | sh rumpel system-install ``` Requirements: git, docker, optionally ssh and kubectl. What Is This? Rumpelpod manages named, independent workspaces (\"pods\") of a repository inside Docker containers. Each pod has its own full clone of the repository, synced via git, so multiple agents can work concurrently without interfering with each other or your local machine. Containers can run on the local Docker daemon, on a remote host via SSH, or on Kubernetes. Rumpelpod handles git synchronization, port forwarding, and container lifecycle in all cases. The main use case is running LLM coding agents. Typical..."},"evidence_pages":[{"url":"https://github.com/NVIDIA/rumpelpod","final_url":"https://github.com/NVIDIA/rumpelpod","title":"NVIDIA/rumpelpod repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:42:22.80223+00:00","bytes":9707,"raw_path":"89679545179d6959622f1d50507ab4ee8e69c8911ef8d58ce4e3b9040e79b946.json","content_hash":"a9a5d14f0e08d92aa367e441c082246ed5f2ced71ab49bd93d486267d2e1f346","excerpt_chars":1200,"truncated":true,"excerpt":"NVIDIA/rumpelpod Description: Orchestrator for LLM coding agents in Docker and Kubernetes pods Language: Rust License: Apache-2.0 Stars: 0 Forks: 0 Open issues: 0 Created: 2026-04-29T19:36:59Z Pushed: 2026-05-22T08:54:11Z Default branch: main Fork: no Archived: no README: Rumpelpod Manage multiple independent workspaces of a repository in Docker containers or Kubernetes pods, on local or remote hosts. Designed for running LLM coding agents. **Full documentation in the [user guide](GUIDE.md).** ```bash curl -fsSL https://raw.githubusercontent.com/nvidia/rumpelpod/main/install.sh | sh rumpel system-install ``` Requirements: git, docker, optionally ssh and kubectl. What Is This? Rumpelpod manages named, independent workspaces (\"pods\") of a repository inside Docker containers. Each pod has its own full clone of the repository, synced via git, so multiple agents can work concurrently without interfering with each other or your local machine. Containers can run on the local Docker daemon, on a remote host via SSH, or on Kubernetes. Rumpelpod handles git synchronization, port forwarding, and container lifecycle in all cases. The main use case is running LLM coding agents. Typical..."}],"related_signals":[{"id":"9c2bf9a4-d1d1-40d5-82e6-f8f753666e51","url":"https://onlylabs.fyi/signals/9c2bf9a4-d1d1-40d5-82e6-f8f753666e51","source_url":"https://github.com/NVIDIA/srt-slurm-recipes","title":"NVIDIA/srt-slurm-recipes","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-06T16:27:18+00:00","first_seen_at":"2026-06-09T07:00:17.261926+00:00","date_source":"source"},{"id":"69994713-c7b8-497a-9632-f22a985e3ab2","url":"https://onlylabs.fyi/signals/69994713-c7b8-497a-9632-f22a985e3ab2","source_url":"https://github.com/NVIDIA/instant-nurec","title":"NVIDIA/instant-nurec","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-22T18:08:59+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source"},{"id":"8e495175-9ea0-4970-8f0c-bce8e6eeddbb","url":"https://onlylabs.fyi/signals/8e495175-9ea0-4970-8f0c-bce8e6eeddbb","source_url":"https://github.com/NVIDIA/nv-config-manager","title":"NVIDIA/nv-config-manager","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-21T20:26:37+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source"},{"id":"20d352e8-82e7-477b-8bdf-923812420180","url":"https://onlylabs.fyi/signals/20d352e8-82e7-477b-8bdf-923812420180","source_url":"https://github.com/NVIDIA/nurec-skills","title":"NVIDIA/nurec-skills","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-20T18:40:04+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source"},{"id":"9ea31493-953e-4b1e-bdf1-e116d282f650","url":"https://onlylabs.fyi/signals/9ea31493-953e-4b1e-bdf1-e116d282f650","source_url":"https://github.com/NVIDIA/cosmos-framework","title":"NVIDIA/cosmos-framework","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-19T16:27:26+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source"},{"id":"6d0e432a-4b75-4cda-880e-54189f717d5b","url":"https://onlylabs.fyi/signals/6d0e432a-4b75-4cda-880e-54189f717d5b","source_url":"https://github.com/NVIDIA/harmonizer","title":"NVIDIA/harmonizer","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-19T15:39:32+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source"}]}