{"schema_version":"onlylabs.public_signal.v1","title":"DigitalOcean (GradientAI) Repo: digitalocean/sample-gin","description":"DigitalOcean (GradientAI) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/c12e3efd-7f92-466e-89e3-e8637e67067a","json_url":"https://onlylabs.fyi/signals/c12e3efd-7f92-466e-89e3-e8637e67067a/signal.json","generated_at":"2026-06-11T04:08:16.045167+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/c12e3efd-7f92-466e-89e3-e8637e67067a","signal_json":"https://onlylabs.fyi/signals/c12e3efd-7f92-466e-89e3-e8637e67067a/signal.json","source":"https://github.com/digitalocean/sample-gin","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/sample-gin (Go). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo digitalocean/sample-gin · language Go · Low-star sample repo, routine. 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/sample-gin","source_host":"github.com","occurred_at":"2025-05-12T12:09:03+00:00","first_seen_at":"2026-06-05T22:32:20.223218+00:00","date_source":"source","context":"Go"},"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/sample-gin","source":"source"},{"label":"Language","value":"Go","source":"source"},{"label":"Stars","value":"3","source":"traction"},{"label":"Notability","value":"Low-star sample repo, routine","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/sample-gin"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:08:16.045167+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/c12e3efd-7f92-466e-89e3-e8637e67067a/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/c12e3efd-7f92-466e-89e3-e8637e67067a/signal.json","required":true},{"label":"source","url":"https://github.com/digitalocean/sample-gin","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/sample-gin\" for neocloud strategy."},"semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"published repo","object":"digitalocean/sample-gin","text":"DigitalOcean (GradientAI) published repo digitalocean/sample-gin."},{"subject":"digitalocean/sample-gin","predicate":"is classified as","object":"repo signal","text":"digitalocean/sample-gin is classified as repo signal."},{"subject":"digitalocean/sample-gin","predicate":"belongs to","object":"repos desk","text":"digitalocean/sample-gin belongs to repos desk."},{"subject":"digitalocean/sample-gin","predicate":"has context","object":"Go","text":"digitalocean/sample-gin has context Go."},{"subject":"digitalocean/sample-gin","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/sample-gin has evidence coverage 1 captured evidence page."},{"subject":"digitalocean/sample-gin","predicate":"has captured page count","object":"1","text":"digitalocean/sample-gin has captured page count 1."},{"subject":"digitalocean/sample-gin","predicate":"has readable page count","object":"1","text":"digitalocean/sample-gin has readable page count 1."},{"subject":"digitalocean/sample-gin","predicate":"has related signal count","object":"6","text":"digitalocean/sample-gin has related signal count 6."},{"subject":"digitalocean/sample-gin","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/sample-gin 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/sample-gin","predicate":"has source host","object":"github.com","text":"digitalocean/sample-gin has source host github.com."},{"subject":"digitalocean/sample-gin","predicate":"has lab","object":"DigitalOcean (GradientAI)","text":"digitalocean/sample-gin has lab DigitalOcean (GradientAI)."},{"subject":"digitalocean/sample-gin","predicate":"has signal desk","object":"repos","text":"digitalocean/sample-gin has signal desk repos."},{"subject":"digitalocean/sample-gin","predicate":"has source host","object":"github.com","text":"digitalocean/sample-gin has source host github.com."},{"subject":"digitalocean/sample-gin","predicate":"has repository","object":"digitalocean/sample-gin","text":"digitalocean/sample-gin has repository digitalocean/sample-gin."},{"subject":"digitalocean/sample-gin","predicate":"has language","object":"Go","text":"digitalocean/sample-gin has language Go."},{"subject":"digitalocean/sample-gin","predicate":"has stars","object":"3","text":"digitalocean/sample-gin has stars 3."},{"subject":"digitalocean/sample-gin","predicate":"has notability","object":"Low-star sample repo, routine","text":"digitalocean/sample-gin has notability Low-star sample repo, routine."},{"subject":"digitalocean/sample-gin","predicate":"has watch term","object":"Infrastructure","text":"digitalocean/sample-gin has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"DigitalOcean (GradientAI) published digitalocean/sample-gin (Go). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo digitalocean/sample-gin · language Go · Low-star sample repo, routine. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"published repo","object":"digitalocean/sample-gin","text":"DigitalOcean (GradientAI) published repo digitalocean/sample-gin."},{"subject":"digitalocean/sample-gin","predicate":"is classified as","object":"repo signal","text":"digitalocean/sample-gin is classified as repo signal."},{"subject":"digitalocean/sample-gin","predicate":"belongs to","object":"repos desk","text":"digitalocean/sample-gin belongs to repos desk."},{"subject":"digitalocean/sample-gin","predicate":"has context","object":"Go","text":"digitalocean/sample-gin has context Go."},{"subject":"digitalocean/sample-gin","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/sample-gin has evidence coverage 1 captured evidence page."}]},"signal":{"id":"c12e3efd-7f92-466e-89e3-e8637e67067a","url":"https://onlylabs.fyi/signals/c12e3efd-7f92-466e-89e3-e8637e67067a","json_url":"https://onlylabs.fyi/signals/c12e3efd-7f92-466e-89e3-e8637e67067a/signal.json","source_url":"https://github.com/digitalocean/sample-gin","title":"digitalocean/sample-gin","summary":"DigitalOcean (GradientAI) 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":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2025-05-12T12:09:03+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/sample-gin"]},"facets":{"repo":"digitalocean/sample-gin","language":"Go"},"traction":{"github_stars":3,"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/sample-gin","final_url":"https://github.com/digitalocean/sample-gin","title":"digitalocean/sample-gin repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:08:16.045167+00:00","bytes":12704,"raw_path":"ad1610f724f3fd04bb3b448034a828caedca771dfa07fa330dda2a5945e09363.json","content_hash":"3626ce003d27632c5f9ae56975946208385dcc5b0672132372c5e82f8abe5226","excerpt_chars":1200,"truncated":true,"excerpt":"digitalocean/sample-gin Description: ⛵ App Platform sample Go-Gin application. Language: Go License: Apache-2.0 Stars: 3 Forks: 3 Open issues: 7 Created: 2025-05-12T12:09:03Z Pushed: 2026-01-09T14:27:59Z Default branch: main Fork: no Archived: no README: Get Started We provide a sample app using Go Gin that you can deploy on App Platform. These steps will get this sample application running for you in App Platform. **Note**: Following these steps may result in charges for the use of DigitalOcean services. Requirements * You need a DigitalOcean account. If you do not already have one, first [sign up](https://cloud.digitalocean.com/registrations/new). Deploy the App Click the following button to deploy the app to App Platform. If you are not currently logged in with your DigitalOcean account, this button prompts you to log in. [![Deploy to DigitalOcean](https://www.deploytodo.com/do-btn-blue.svg)](https://cloud.digitalocean.com/apps/new?repo=https://github.com/digitalocean/sample-gin/tree/main) Note that, for the purposes of this tutorial, this button deploys the app directly from DigitalOcean's GitHub repository, which disables automatic redeployment since you cannot change our..."},"evidence_pages":[{"url":"https://github.com/digitalocean/sample-gin","final_url":"https://github.com/digitalocean/sample-gin","title":"digitalocean/sample-gin repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:08:16.045167+00:00","bytes":12704,"raw_path":"ad1610f724f3fd04bb3b448034a828caedca771dfa07fa330dda2a5945e09363.json","content_hash":"3626ce003d27632c5f9ae56975946208385dcc5b0672132372c5e82f8abe5226","excerpt_chars":1200,"truncated":true,"excerpt":"digitalocean/sample-gin Description: ⛵ App Platform sample Go-Gin application. Language: Go License: Apache-2.0 Stars: 3 Forks: 3 Open issues: 7 Created: 2025-05-12T12:09:03Z Pushed: 2026-01-09T14:27:59Z Default branch: main Fork: no Archived: no README: Get Started We provide a sample app using Go Gin that you can deploy on App Platform. These steps will get this sample application running for you in App Platform. **Note**: Following these steps may result in charges for the use of DigitalOcean services. Requirements * You need a DigitalOcean account. If you do not already have one, first [sign up](https://cloud.digitalocean.com/registrations/new). Deploy the App Click the following button to deploy the app to App Platform. If you are not currently logged in with your DigitalOcean account, this button prompts you to log in. [![Deploy to DigitalOcean](https://www.deploytodo.com/do-btn-blue.svg)](https://cloud.digitalocean.com/apps/new?repo=https://github.com/digitalocean/sample-gin/tree/main) Note that, for the purposes of this tutorial, this button deploys the app directly from DigitalOcean's GitHub repository, which disables automatic redeployment since you cannot change our..."}],"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"}]}