{"schema_version":"onlylabs.public_signal.v1","title":"DigitalOcean (GradientAI) Repo: digitalocean/gpu-fabric","description":"DigitalOcean (GradientAI) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/5ad2e344-731e-4e99-a0ca-a03d43215d79","json_url":"https://onlylabs.fyi/signals/5ad2e344-731e-4e99-a0ca-a03d43215d79/signal.json","generated_at":"2026-06-11T04:08:18.879365+00:00","org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/digitalocean","dossier_json_url":"https://onlylabs.fyi/labs/digitalocean/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/5ad2e344-731e-4e99-a0ca-a03d43215d79","signal_json":"https://onlylabs.fyi/signals/5ad2e344-731e-4e99-a0ca-a03d43215d79/signal.json","source":"https://github.com/digitalocean/gpu-fabric","lab_dossier":"https://onlylabs.fyi/labs/digitalocean","lab_dossier_json":"https://onlylabs.fyi/labs/digitalocean/dossier.json","analysis":"https://onlylabs.fyi/analysis/digitalocean","analysis_json":"https://onlylabs.fyi/analysis/digitalocean/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/digitalocean/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":"DigitalOcean (GradientAI) published digitalocean/gpu-fabric. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo digitalocean/gpu-fabric · Low traction, routine new repo. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/digitalocean/gpu-fabric","source_host":"github.com","occurred_at":"2024-09-18T13:24:54+00:00","first_seen_at":"2026-06-05T22:32:20.223218+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"DigitalOcean (GradientAI)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"digitalocean/gpu-fabric","source":"source"},{"label":"Stars","value":"2","source":"traction"},{"label":"Notability","value":"Low traction, routine new repo","source":"signal"},{"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/digitalocean/gpu-fabric"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:08:18.879365+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/5ad2e344-731e-4e99-a0ca-a03d43215d79/signal.json","dossier_json":"https://onlylabs.fyi/labs/digitalocean/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/digitalocean/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/digitalocean/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/5ad2e344-731e-4e99-a0ca-a03d43215d79/signal.json","required":true},{"label":"source","url":"https://github.com/digitalocean/gpu-fabric","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/digitalocean/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/digitalocean/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 DigitalOcean (GradientAI)'s repo signal \"digitalocean/gpu-fabric\" for neocloud strategy."},"semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"published repo","object":"digitalocean/gpu-fabric","text":"DigitalOcean (GradientAI) published repo digitalocean/gpu-fabric."},{"subject":"digitalocean/gpu-fabric","predicate":"is classified as","object":"repo signal","text":"digitalocean/gpu-fabric is classified as repo signal."},{"subject":"digitalocean/gpu-fabric","predicate":"belongs to","object":"repos desk","text":"digitalocean/gpu-fabric belongs to repos desk."},{"subject":"digitalocean/gpu-fabric","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/gpu-fabric has evidence coverage 1 captured evidence page."},{"subject":"digitalocean/gpu-fabric","predicate":"has captured page count","object":"1","text":"digitalocean/gpu-fabric has captured page count 1."},{"subject":"digitalocean/gpu-fabric","predicate":"has readable page count","object":"1","text":"digitalocean/gpu-fabric has readable page count 1."},{"subject":"digitalocean/gpu-fabric","predicate":"has related signal count","object":"6","text":"digitalocean/gpu-fabric has related signal count 6."},{"subject":"digitalocean/gpu-fabric","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":"digitalocean/gpu-fabric 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":"digitalocean/gpu-fabric","predicate":"has source host","object":"github.com","text":"digitalocean/gpu-fabric has source host github.com."},{"subject":"digitalocean/gpu-fabric","predicate":"has lab","object":"DigitalOcean (GradientAI)","text":"digitalocean/gpu-fabric has lab DigitalOcean (GradientAI)."},{"subject":"digitalocean/gpu-fabric","predicate":"has signal desk","object":"repos","text":"digitalocean/gpu-fabric has signal desk repos."},{"subject":"digitalocean/gpu-fabric","predicate":"has source host","object":"github.com","text":"digitalocean/gpu-fabric has source host github.com."},{"subject":"digitalocean/gpu-fabric","predicate":"has repository","object":"digitalocean/gpu-fabric","text":"digitalocean/gpu-fabric has repository digitalocean/gpu-fabric."},{"subject":"digitalocean/gpu-fabric","predicate":"has stars","object":"2","text":"digitalocean/gpu-fabric has stars 2."},{"subject":"digitalocean/gpu-fabric","predicate":"has notability","object":"Low traction, routine new repo","text":"digitalocean/gpu-fabric has notability Low traction, routine new repo."},{"subject":"digitalocean/gpu-fabric","predicate":"has watch term","object":"Infrastructure","text":"digitalocean/gpu-fabric has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"DigitalOcean (GradientAI) published digitalocean/gpu-fabric. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo digitalocean/gpu-fabric · Low traction, routine new repo. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"published repo","object":"digitalocean/gpu-fabric","text":"DigitalOcean (GradientAI) published repo digitalocean/gpu-fabric."},{"subject":"digitalocean/gpu-fabric","predicate":"is classified as","object":"repo signal","text":"digitalocean/gpu-fabric is classified as repo signal."},{"subject":"digitalocean/gpu-fabric","predicate":"belongs to","object":"repos desk","text":"digitalocean/gpu-fabric belongs to repos desk."},{"subject":"digitalocean/gpu-fabric","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/gpu-fabric has evidence coverage 1 captured evidence page."}]},"signal":{"id":"5ad2e344-731e-4e99-a0ca-a03d43215d79","url":"https://onlylabs.fyi/signals/5ad2e344-731e-4e99-a0ca-a03d43215d79","json_url":"https://onlylabs.fyi/signals/5ad2e344-731e-4e99-a0ca-a03d43215d79/signal.json","source_url":"https://github.com/digitalocean/gpu-fabric","title":"digitalocean/gpu-fabric","summary":"DigitalOcean (GradientAI) 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":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2024-09-18T13:24:54+00:00","first_seen_at":"2026-06-05T22:32:20.223218+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/digitalocean/gpu-fabric"]},"facets":{"repo":"digitalocean/gpu-fabric"},"traction":{"github_stars":2,"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/digitalocean/gpu-fabric","final_url":"https://github.com/digitalocean/gpu-fabric","title":"digitalocean/gpu-fabric repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:08:18.879365+00:00","bytes":10217,"raw_path":"bc4148f071ad40cc8766ee99c753a50ec27691b5bc9102e6d3dc5961937f1262.json","content_hash":"eaa5a013817ec0b0e95e98233bf51dc1b5ed658ed7c9720f6acbaef3aa51b08a","excerpt_chars":1200,"truncated":true,"excerpt":"digitalocean/gpu-fabric Description: Simple Ansible playbook to configure GPU droplets License: Apache-2.0 Stars: 2 Forks: 1 Open issues: 0 Created: 2024-09-18T13:24:54Z Pushed: 2024-10-01T08:00:26Z Default branch: main Fork: no Archived: no README: This repository contains a simple Ansible playbook to configure multi-node GPU Droplets. To use this playbook: 1. On the machine that you will use to run this playbook, first [install Ansible](https://docs.ansible.com/ansible/latest/installation_guide/index.html) and then [clone this repository](https://docs.github.com/en/repositories/creating-and-managing-repositories/cloning-a-repository). 2. In the `inventory/droplets` file in your cloned version of this repository, in the `[multinode_gpu_droplets]` section, specify the public IP addresses of your GPU Droplets. 3. Ansible uses SSH under the hood to configure Droplets. If you have never connected to your Droplets with SSH and the `.ssh/config` file on your machine does not include `StrictHostKeyChecking no`, add the following line to the `inventory/droplets` file: ``` ansible_ssh_common_args='-o StrictHostKeyChecking=no' ``` 4. Save the file, then run the playbook from the root of..."},"evidence_pages":[{"url":"https://github.com/digitalocean/gpu-fabric","final_url":"https://github.com/digitalocean/gpu-fabric","title":"digitalocean/gpu-fabric repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:08:18.879365+00:00","bytes":10217,"raw_path":"bc4148f071ad40cc8766ee99c753a50ec27691b5bc9102e6d3dc5961937f1262.json","content_hash":"eaa5a013817ec0b0e95e98233bf51dc1b5ed658ed7c9720f6acbaef3aa51b08a","excerpt_chars":1200,"truncated":true,"excerpt":"digitalocean/gpu-fabric Description: Simple Ansible playbook to configure GPU droplets License: Apache-2.0 Stars: 2 Forks: 1 Open issues: 0 Created: 2024-09-18T13:24:54Z Pushed: 2024-10-01T08:00:26Z Default branch: main Fork: no Archived: no README: This repository contains a simple Ansible playbook to configure multi-node GPU Droplets. To use this playbook: 1. On the machine that you will use to run this playbook, first [install Ansible](https://docs.ansible.com/ansible/latest/installation_guide/index.html) and then [clone this repository](https://docs.github.com/en/repositories/creating-and-managing-repositories/cloning-a-repository). 2. In the `inventory/droplets` file in your cloned version of this repository, in the `[multinode_gpu_droplets]` section, specify the public IP addresses of your GPU Droplets. 3. Ansible uses SSH under the hood to configure Droplets. If you have never connected to your Droplets with SSH and the `.ssh/config` file on your machine does not include `StrictHostKeyChecking no`, add the following line to the `inventory/droplets` file: ``` ansible_ssh_common_args='-o StrictHostKeyChecking=no' ``` 4. Save the file, then run the playbook from the root of..."}],"related_signals":[{"id":"7cf603e5-7aaa-443e-8792-566af123b670","url":"https://onlylabs.fyi/signals/7cf603e5-7aaa-443e-8792-566af123b670","source_url":"https://github.com/digitalocean/New-App-Management-UXNext","title":"digitalocean/New-App-Management-UXNext","context":"HTML","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-04-15T14:45:12+00:00","first_seen_at":"2026-06-05T22:32:20.223218+00:00","date_source":"source"},{"id":"98a9cadb-d9fd-4be9-84e5-bcd301db368d","url":"https://onlylabs.fyi/signals/98a9cadb-d9fd-4be9-84e5-bcd301db368d","source_url":"https://github.com/digitalocean/AI-Assistant-Entry-Point-UXNext","title":"digitalocean/AI-Assistant-Entry-Point-UXNext","context":"HTML","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-04-14T22:54:33+00:00","first_seen_at":"2026-06-05T22:32:20.223218+00:00","date_source":"source"},{"id":"67ed6cab-63e2-4154-8525-ce7b6eb69b8a","url":"https://onlylabs.fyi/signals/67ed6cab-63e2-4154-8525-ce7b6eb69b8a","source_url":"https://github.com/digitalocean/AI-Assistant-Intent-Platform-UXNext","title":"digitalocean/AI-Assistant-Intent-Platform-UXNext","context":"HTML","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-04-12T15:23:07+00:00","first_seen_at":"2026-06-05T22:32:20.223218+00:00","date_source":"source"},{"id":"ec768c0c-e594-419a-97a8-c39531ee204a","url":"https://onlylabs.fyi/signals/ec768c0c-e594-419a-97a8-c39531ee204a","source_url":"https://github.com/digitalocean/Onboarding_Q2_2026_Proposal_UXNext","title":"digitalocean/Onboarding_Q2_2026_Proposal_UXNext","context":"HTML","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-04-12T14:43:57+00:00","first_seen_at":"2026-06-05T22:32:20.223218+00:00","date_source":"source"},{"id":"2fa362ee-ee05-4f79-bf80-98b589661076","url":"https://onlylabs.fyi/signals/2fa362ee-ee05-4f79-bf80-98b589661076","source_url":"https://github.com/digitalocean/ShellPort","title":"digitalocean/ShellPort","context":"JavaScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-03-26T19:30:33+00:00","first_seen_at":"2026-06-05T22:32:20.223218+00:00","date_source":"source"},{"id":"eae0d662-1749-4d8f-ac54-eece907fe398","url":"https://onlylabs.fyi/signals/eae0d662-1749-4d8f-ac54-eece907fe398","source_url":"https://github.com/digitalocean/do-obsd","title":"digitalocean/do-obsd","context":"Shell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-03-26T01:37:24+00:00","first_seen_at":"2026-06-05T22:32:20.223218+00:00","date_source":"source"}]}