{"schema_version":"onlylabs.public_signal.v1","title":"Groq Repo: groq/deployment","description":"Groq repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/8853d0ee-e6ec-49f0-a4af-2377fad8a039","json_url":"https://onlylabs.fyi/signals/8853d0ee-e6ec-49f0-a4af-2377fad8a039/signal.json","generated_at":"2026-06-11T04:10:39.756007+00:00","org":{"slug":"groq","name":"Groq","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/groq","dossier_json_url":"https://onlylabs.fyi/labs/groq/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/8853d0ee-e6ec-49f0-a4af-2377fad8a039","signal_json":"https://onlylabs.fyi/signals/8853d0ee-e6ec-49f0-a4af-2377fad8a039/signal.json","source":"https://github.com/groq/deployment","lab_dossier":"https://onlylabs.fyi/labs/groq","lab_dossier_json":"https://onlylabs.fyi/labs/groq/dossier.json","analysis":"https://onlylabs.fyi/analysis/groq","analysis_json":"https://onlylabs.fyi/analysis/groq/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/groq/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":"Groq published groq/deployment. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo groq/deployment · groq/deployment Description: This repository includes various scripts and playbooks that can help users with setting up Groq systems and software. License: MIT Stars: 10.... onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/groq/deployment","source_host":"github.com","occurred_at":"2022-10-13T16:51:11+00:00","first_seen_at":"2026-06-05T22:32:07.605043+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"Groq","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"groq/deployment","source":"source"},{"label":"Stars","value":"10","source":"traction"}],"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/groq/deployment"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:10:39.756007+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/8853d0ee-e6ec-49f0-a4af-2377fad8a039/signal.json","dossier_json":"https://onlylabs.fyi/labs/groq/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/groq/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/groq/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","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","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/8853d0ee-e6ec-49f0-a4af-2377fad8a039/signal.json","required":true},{"label":"source","url":"https://github.com/groq/deployment","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/groq/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/groq/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 Groq's repo signal \"groq/deployment\" for neocloud strategy."},"semantic_triples":[{"subject":"Groq","predicate":"published repo","object":"groq/deployment","text":"Groq published repo groq/deployment."},{"subject":"groq/deployment","predicate":"is classified as","object":"repo signal","text":"groq/deployment is classified as repo signal."},{"subject":"groq/deployment","predicate":"belongs to","object":"repos desk","text":"groq/deployment belongs to repos desk."},{"subject":"groq/deployment","predicate":"has evidence coverage","object":"1 captured evidence page","text":"groq/deployment has evidence coverage 1 captured evidence page."},{"subject":"groq/deployment","predicate":"has captured page count","object":"1","text":"groq/deployment has captured page count 1."},{"subject":"groq/deployment","predicate":"has readable page count","object":"1","text":"groq/deployment has readable page count 1."},{"subject":"groq/deployment","predicate":"has related signal count","object":"6","text":"groq/deployment has related signal count 6."},{"subject":"groq/deployment","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":"groq/deployment 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":"groq/deployment","predicate":"has source host","object":"github.com","text":"groq/deployment has source host github.com."},{"subject":"groq/deployment","predicate":"has lab","object":"Groq","text":"groq/deployment has lab Groq."},{"subject":"groq/deployment","predicate":"has signal desk","object":"repos","text":"groq/deployment has signal desk repos."},{"subject":"groq/deployment","predicate":"has source host","object":"github.com","text":"groq/deployment has source host github.com."},{"subject":"groq/deployment","predicate":"has repository","object":"groq/deployment","text":"groq/deployment has repository groq/deployment."},{"subject":"groq/deployment","predicate":"has stars","object":"10","text":"groq/deployment has stars 10."}]},"intelligence":{"signal_desk":"repos","answer":"Groq published groq/deployment. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo groq/deployment · groq/deployment Description: This repository includes various scripts and playbooks that can help users with setting up Groq systems and software. License: MIT Stars: 10.... onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Groq","predicate":"published repo","object":"groq/deployment","text":"Groq published repo groq/deployment."},{"subject":"groq/deployment","predicate":"is classified as","object":"repo signal","text":"groq/deployment is classified as repo signal."},{"subject":"groq/deployment","predicate":"belongs to","object":"repos desk","text":"groq/deployment belongs to repos desk."},{"subject":"groq/deployment","predicate":"has evidence coverage","object":"1 captured evidence page","text":"groq/deployment has evidence coverage 1 captured evidence page."}]},"signal":{"id":"8853d0ee-e6ec-49f0-a4af-2377fad8a039","url":"https://onlylabs.fyi/signals/8853d0ee-e6ec-49f0-a4af-2377fad8a039","json_url":"https://onlylabs.fyi/signals/8853d0ee-e6ec-49f0-a4af-2377fad8a039/signal.json","source_url":"https://github.com/groq/deployment","title":"groq/deployment","summary":"Groq published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"groq","name":"Groq","category":"neocloud"},"occurred_at":"2022-10-13T16:51:11+00:00","first_seen_at":"2026-06-05T22:32:07.605043+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/groq/deployment"]},"facets":{"repo":"groq/deployment"},"traction":{"github_stars":10,"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/groq/deployment","final_url":"https://github.com/groq/deployment","title":"groq/deployment repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:10:39.756007+00:00","bytes":8164,"raw_path":"02130682777fe4ed05bf589701e7353554a40a7f3f914a50bda52e313f4e5328.json","content_hash":"f16c5ec51d75a24a8ff37f437f997684cceab6246438b53ac65d46ffb309a154","excerpt_chars":1200,"truncated":false,"excerpt":"groq/deployment Description: This repository includes various scripts and playbooks that can help users with setting up Groq systems and software. License: MIT Stars: 10 Forks: 6 Open issues: 0 Created: 2022-10-13T16:51:11Z Pushed: 2023-10-20T18:30:20Z Default branch: main Fork: no Archived: yes README: Groq Deployment Tools This repository includes various scripts and playbooks that can help users with setting up Groq systems and software. Docker This directory containes instructions and sample Dockerfiles to build containers that contain the GroqWare development suite to test and explore the tools. The following are included: - [Dockerfile.rocky](https://github.com/groq/deployment/tree/main/docker/Dockerfile.rocky) to create a Rocky 8 docker container with Groq's Developer Package included. - [Dockerfile.ubuntu](https://github.com/groq/deployment/tree/main/docker/Dockerfile.ubuntu) to create an Ubuntu 22.04 docker container with Groq's Developer Package included. **Note:** both of these will require the appropriate Groq developer packages (deb or rpm), which can be requested from Groq's [Customer Portal](https://support.groq.com)."},"evidence_pages":[{"url":"https://github.com/groq/deployment","final_url":"https://github.com/groq/deployment","title":"groq/deployment repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:10:39.756007+00:00","bytes":8164,"raw_path":"02130682777fe4ed05bf589701e7353554a40a7f3f914a50bda52e313f4e5328.json","content_hash":"f16c5ec51d75a24a8ff37f437f997684cceab6246438b53ac65d46ffb309a154","excerpt_chars":1200,"truncated":false,"excerpt":"groq/deployment Description: This repository includes various scripts and playbooks that can help users with setting up Groq systems and software. License: MIT Stars: 10 Forks: 6 Open issues: 0 Created: 2022-10-13T16:51:11Z Pushed: 2023-10-20T18:30:20Z Default branch: main Fork: no Archived: yes README: Groq Deployment Tools This repository includes various scripts and playbooks that can help users with setting up Groq systems and software. Docker This directory containes instructions and sample Dockerfiles to build containers that contain the GroqWare development suite to test and explore the tools. The following are included: - [Dockerfile.rocky](https://github.com/groq/deployment/tree/main/docker/Dockerfile.rocky) to create a Rocky 8 docker container with Groq's Developer Package included. - [Dockerfile.ubuntu](https://github.com/groq/deployment/tree/main/docker/Dockerfile.ubuntu) to create an Ubuntu 22.04 docker container with Groq's Developer Package included. **Note:** both of these will require the appropriate Groq developer packages (deb or rpm), which can be requested from Groq's [Customer Portal](https://support.groq.com)."}],"related_signals":[{"id":"9fe742a2-9fb3-4700-bcd8-1da06dfa6615","url":"https://onlylabs.fyi/signals/9fe742a2-9fb3-4700-bcd8-1da06dfa6615","source_url":"https://github.com/groq/dispatch","title":"groq/dispatch","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"groq","name":"Groq","category":"neocloud"},"occurred_at":"2025-12-20T21:13:00+00:00","first_seen_at":"2026-06-05T22:32:07.605043+00:00","date_source":"source"},{"id":"dd0229ad-f800-41da-b312-e6a0c8ace903","url":"https://onlylabs.fyi/signals/dd0229ad-f800-41da-b312-e6a0c8ace903","source_url":"https://github.com/groq/orchestrate","title":"groq/orchestrate","context":"Rust","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"groq","name":"Groq","category":"neocloud"},"occurred_at":"2025-12-08T07:20:29+00:00","first_seen_at":"2026-06-05T22:32:07.605043+00:00","date_source":"source"},{"id":"69d7ff0d-2de1-49fe-81d1-372b6989745c","url":"https://onlylabs.fyi/signals/69d7ff0d-2de1-49fe-81d1-372b6989745c","source_url":"https://github.com/groq/openbench-cyber","title":"groq/openbench-cyber","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"groq","name":"Groq","category":"neocloud"},"occurred_at":"2025-10-15T22:25:49+00:00","first_seen_at":"2026-06-05T22:32:07.605043+00:00","date_source":"source"},{"id":"774da9e5-590c-4cf3-9ace-926dc0f10d4e","url":"https://onlylabs.fyi/signals/774da9e5-590c-4cf3-9ace-926dc0f10d4e","source_url":"https://github.com/groq/tailscale-buildkite-plugin","title":"groq/tailscale-buildkite-plugin","context":"Shell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"groq","name":"Groq","category":"neocloud"},"occurred_at":"2025-10-07T20:26:15+00:00","first_seen_at":"2026-06-05T22:32:07.605043+00:00","date_source":"source"},{"id":"1a60cd3e-b179-49be-846c-2cfa5486d762","url":"https://onlylabs.fyi/signals/1a60cd3e-b179-49be-846c-2cfa5486d762","source_url":"https://github.com/groq/groq-autosheet","title":"groq/groq-autosheet","context":"JavaScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"groq","name":"Groq","category":"neocloud"},"occurred_at":"2025-08-25T20:01:37+00:00","first_seen_at":"2026-06-05T22:32:07.605043+00:00","date_source":"source"},{"id":"da1215ae-b09b-42b6-9476-d2876b4dff84","url":"https://onlylabs.fyi/signals/da1215ae-b09b-42b6-9476-d2876b4dff84","source_url":"https://github.com/groq/openbench","title":"groq/openbench","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"groq","name":"Groq","category":"neocloud"},"occurred_at":"2025-07-31T08:02:49+00:00","first_seen_at":"2026-06-05T22:32:07.605043+00:00","date_source":"source"}]}