{"schema_version":"onlylabs.public_signal.v1","title":"DigitalOcean (GradientAI) Repo: digitalocean/marketplace-blueprints","description":"DigitalOcean (GradientAI) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/d56d2359-e0d8-465b-95f7-83a762d2eaca","json_url":"https://onlylabs.fyi/signals/d56d2359-e0d8-465b-95f7-83a762d2eaca/signal.json","generated_at":"2026-06-11T04:08:19.758099+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/d56d2359-e0d8-465b-95f7-83a762d2eaca","signal_json":"https://onlylabs.fyi/signals/d56d2359-e0d8-465b-95f7-83a762d2eaca/signal.json","source":"https://github.com/digitalocean/marketplace-blueprints","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/marketplace-blueprints (HCL). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo digitalocean/marketplace-blueprints · language HCL. 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/marketplace-blueprints","source_host":"github.com","occurred_at":"2023-05-22T15:29:47+00:00","first_seen_at":"2026-06-05T22:32:20.223218+00:00","date_source":"source","context":"HCL"},"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/marketplace-blueprints","source":"source"},{"label":"Language","value":"HCL","source":"source"},{"label":"Stars","value":"26","source":"traction"},{"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/marketplace-blueprints"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:08:19.758099+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/d56d2359-e0d8-465b-95f7-83a762d2eaca/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/d56d2359-e0d8-465b-95f7-83a762d2eaca/signal.json","required":true},{"label":"source","url":"https://github.com/digitalocean/marketplace-blueprints","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/marketplace-blueprints\" for neocloud strategy."},"semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"published repo","object":"digitalocean/marketplace-blueprints","text":"DigitalOcean (GradientAI) published repo digitalocean/marketplace-blueprints."},{"subject":"digitalocean/marketplace-blueprints","predicate":"is classified as","object":"repo signal","text":"digitalocean/marketplace-blueprints is classified as repo signal."},{"subject":"digitalocean/marketplace-blueprints","predicate":"belongs to","object":"repos desk","text":"digitalocean/marketplace-blueprints belongs to repos desk."},{"subject":"digitalocean/marketplace-blueprints","predicate":"has context","object":"HCL","text":"digitalocean/marketplace-blueprints has context HCL."},{"subject":"digitalocean/marketplace-blueprints","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/marketplace-blueprints has evidence coverage 1 captured evidence page."},{"subject":"digitalocean/marketplace-blueprints","predicate":"has captured page count","object":"1","text":"digitalocean/marketplace-blueprints has captured page count 1."},{"subject":"digitalocean/marketplace-blueprints","predicate":"has readable page count","object":"1","text":"digitalocean/marketplace-blueprints has readable page count 1."},{"subject":"digitalocean/marketplace-blueprints","predicate":"has related signal count","object":"6","text":"digitalocean/marketplace-blueprints has related signal count 6."},{"subject":"digitalocean/marketplace-blueprints","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/marketplace-blueprints 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/marketplace-blueprints","predicate":"has source host","object":"github.com","text":"digitalocean/marketplace-blueprints has source host github.com."},{"subject":"digitalocean/marketplace-blueprints","predicate":"has lab","object":"DigitalOcean (GradientAI)","text":"digitalocean/marketplace-blueprints has lab DigitalOcean (GradientAI)."},{"subject":"digitalocean/marketplace-blueprints","predicate":"has signal desk","object":"repos","text":"digitalocean/marketplace-blueprints has signal desk repos."},{"subject":"digitalocean/marketplace-blueprints","predicate":"has source host","object":"github.com","text":"digitalocean/marketplace-blueprints has source host github.com."},{"subject":"digitalocean/marketplace-blueprints","predicate":"has repository","object":"digitalocean/marketplace-blueprints","text":"digitalocean/marketplace-blueprints has repository digitalocean/marketplace-blueprints."},{"subject":"digitalocean/marketplace-blueprints","predicate":"has language","object":"HCL","text":"digitalocean/marketplace-blueprints has language HCL."},{"subject":"digitalocean/marketplace-blueprints","predicate":"has stars","object":"26","text":"digitalocean/marketplace-blueprints has stars 26."},{"subject":"digitalocean/marketplace-blueprints","predicate":"has watch term","object":"Infrastructure","text":"digitalocean/marketplace-blueprints has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"DigitalOcean (GradientAI) published digitalocean/marketplace-blueprints (HCL). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo digitalocean/marketplace-blueprints · language HCL. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"published repo","object":"digitalocean/marketplace-blueprints","text":"DigitalOcean (GradientAI) published repo digitalocean/marketplace-blueprints."},{"subject":"digitalocean/marketplace-blueprints","predicate":"is classified as","object":"repo signal","text":"digitalocean/marketplace-blueprints is classified as repo signal."},{"subject":"digitalocean/marketplace-blueprints","predicate":"belongs to","object":"repos desk","text":"digitalocean/marketplace-blueprints belongs to repos desk."},{"subject":"digitalocean/marketplace-blueprints","predicate":"has context","object":"HCL","text":"digitalocean/marketplace-blueprints has context HCL."},{"subject":"digitalocean/marketplace-blueprints","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/marketplace-blueprints has evidence coverage 1 captured evidence page."}]},"signal":{"id":"d56d2359-e0d8-465b-95f7-83a762d2eaca","url":"https://onlylabs.fyi/signals/d56d2359-e0d8-465b-95f7-83a762d2eaca","json_url":"https://onlylabs.fyi/signals/d56d2359-e0d8-465b-95f7-83a762d2eaca/signal.json","source_url":"https://github.com/digitalocean/marketplace-blueprints","title":"digitalocean/marketplace-blueprints","summary":"DigitalOcean (GradientAI) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"HCL","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2023-05-22T15:29:47+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/marketplace-blueprints"]},"facets":{"repo":"digitalocean/marketplace-blueprints","language":"HCL"},"traction":{"github_stars":26,"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/marketplace-blueprints","final_url":"https://github.com/digitalocean/marketplace-blueprints","title":"digitalocean/marketplace-blueprints repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:08:19.758099+00:00","bytes":11274,"raw_path":"08fc5c0aa6035ad8f0940fca0fd131de718034632d369ca810a3d79b74246d44.json","content_hash":"5aa4749f9d7c19e30584d40b9c5cb8f24d5c7a2fb7cf016630b8cb8949c5b87f","excerpt_chars":1200,"truncated":true,"excerpt":"digitalocean/marketplace-blueprints Language: HCL License: Apache-2.0 Stars: 26 Forks: 9 Open issues: 0 Created: 2023-05-22T15:29:47Z Pushed: 2026-04-27T18:46:24Z Default branch: master Fork: no Archived: no README: How to use DigitalOcean Blueprints Install Terraform Head to the [Terraform install page](https://developer.hashicorp.com/terraform/downloads) and follow the instructions for your platform. You can validate your local Terraform installation by running: ```shell $ terraform -v Terraform v1.5.7 ... ``` Create DigitalOcean API token Head to the [Applications & API](https://cloud.digitalocean.com/account/api/tokens) page and create new personal access token (PAT) by clicking the _**Generate New Token**_ button. Make sure to check **_Write_** scope for the token, as Terraform needs it to create new resources. After creating the token, make sure to save it as it disappears forever if you close the page. If you lost the token, delete it and create a new one. Set up a blueprint Clone this repository to the machine where Terraform is installed: ```shell $ git clone https://github.com/digitalocean/marketplace-blueprints.git ``` Head to the blueprint you are interested in, for..."},"evidence_pages":[{"url":"https://github.com/digitalocean/marketplace-blueprints","final_url":"https://github.com/digitalocean/marketplace-blueprints","title":"digitalocean/marketplace-blueprints repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:08:19.758099+00:00","bytes":11274,"raw_path":"08fc5c0aa6035ad8f0940fca0fd131de718034632d369ca810a3d79b74246d44.json","content_hash":"5aa4749f9d7c19e30584d40b9c5cb8f24d5c7a2fb7cf016630b8cb8949c5b87f","excerpt_chars":1200,"truncated":true,"excerpt":"digitalocean/marketplace-blueprints Language: HCL License: Apache-2.0 Stars: 26 Forks: 9 Open issues: 0 Created: 2023-05-22T15:29:47Z Pushed: 2026-04-27T18:46:24Z Default branch: master Fork: no Archived: no README: How to use DigitalOcean Blueprints Install Terraform Head to the [Terraform install page](https://developer.hashicorp.com/terraform/downloads) and follow the instructions for your platform. You can validate your local Terraform installation by running: ```shell $ terraform -v Terraform v1.5.7 ... ``` Create DigitalOcean API token Head to the [Applications & API](https://cloud.digitalocean.com/account/api/tokens) page and create new personal access token (PAT) by clicking the _**Generate New Token**_ button. Make sure to check **_Write_** scope for the token, as Terraform needs it to create new resources. After creating the token, make sure to save it as it disappears forever if you close the page. If you lost the token, delete it and create a new one. Set up a blueprint Clone this repository to the machine where Terraform is installed: ```shell $ git clone https://github.com/digitalocean/marketplace-blueprints.git ``` Head to the blueprint you are interested in, for..."}],"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"}]}