{"schema_version":"onlylabs.public_signal.v1","title":"DigitalOcean (GradientAI) Repo: digitalocean/mastodon-on-kubernetes","description":"DigitalOcean (GradientAI) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/029a3580-ea88-48db-ba82-a7f7ca200da2","json_url":"https://onlylabs.fyi/signals/029a3580-ea88-48db-ba82-a7f7ca200da2/signal.json","generated_at":"2026-06-11T04:08:20.825161+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/029a3580-ea88-48db-ba82-a7f7ca200da2","signal_json":"https://onlylabs.fyi/signals/029a3580-ea88-48db-ba82-a7f7ca200da2/signal.json","source":"https://github.com/digitalocean/mastodon-on-kubernetes","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/mastodon-on-kubernetes (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/mastodon-on-kubernetes · 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/mastodon-on-kubernetes","source_host":"github.com","occurred_at":"2022-12-22T07:46:19+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/mastodon-on-kubernetes","source":"source"},{"label":"Language","value":"HCL","source":"source"},{"label":"Stars","value":"34","source":"traction"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"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/mastodon-on-kubernetes"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:08:20.825161+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/029a3580-ea88-48db-ba82-a7f7ca200da2/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/029a3580-ea88-48db-ba82-a7f7ca200da2/signal.json","required":true},{"label":"source","url":"https://github.com/digitalocean/mastodon-on-kubernetes","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/mastodon-on-kubernetes\" for neocloud strategy."},"semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"published repo","object":"digitalocean/mastodon-on-kubernetes","text":"DigitalOcean (GradientAI) published repo digitalocean/mastodon-on-kubernetes."},{"subject":"digitalocean/mastodon-on-kubernetes","predicate":"is classified as","object":"repo signal","text":"digitalocean/mastodon-on-kubernetes is classified as repo signal."},{"subject":"digitalocean/mastodon-on-kubernetes","predicate":"belongs to","object":"repos desk","text":"digitalocean/mastodon-on-kubernetes belongs to repos desk."},{"subject":"digitalocean/mastodon-on-kubernetes","predicate":"has context","object":"HCL","text":"digitalocean/mastodon-on-kubernetes has context HCL."},{"subject":"digitalocean/mastodon-on-kubernetes","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/mastodon-on-kubernetes has evidence coverage 1 captured evidence page."},{"subject":"digitalocean/mastodon-on-kubernetes","predicate":"has captured page count","object":"1","text":"digitalocean/mastodon-on-kubernetes has captured page count 1."},{"subject":"digitalocean/mastodon-on-kubernetes","predicate":"has readable page count","object":"1","text":"digitalocean/mastodon-on-kubernetes has readable page count 1."},{"subject":"digitalocean/mastodon-on-kubernetes","predicate":"has related signal count","object":"6","text":"digitalocean/mastodon-on-kubernetes has related signal count 6."},{"subject":"digitalocean/mastodon-on-kubernetes","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/mastodon-on-kubernetes 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/mastodon-on-kubernetes","predicate":"has source host","object":"github.com","text":"digitalocean/mastodon-on-kubernetes has source host github.com."},{"subject":"digitalocean/mastodon-on-kubernetes","predicate":"has lab","object":"DigitalOcean (GradientAI)","text":"digitalocean/mastodon-on-kubernetes has lab DigitalOcean (GradientAI)."},{"subject":"digitalocean/mastodon-on-kubernetes","predicate":"has signal desk","object":"repos","text":"digitalocean/mastodon-on-kubernetes has signal desk repos."},{"subject":"digitalocean/mastodon-on-kubernetes","predicate":"has source host","object":"github.com","text":"digitalocean/mastodon-on-kubernetes has source host github.com."},{"subject":"digitalocean/mastodon-on-kubernetes","predicate":"has repository","object":"digitalocean/mastodon-on-kubernetes","text":"digitalocean/mastodon-on-kubernetes has repository digitalocean/mastodon-on-kubernetes."},{"subject":"digitalocean/mastodon-on-kubernetes","predicate":"has language","object":"HCL","text":"digitalocean/mastodon-on-kubernetes has language HCL."},{"subject":"digitalocean/mastodon-on-kubernetes","predicate":"has stars","object":"34","text":"digitalocean/mastodon-on-kubernetes has stars 34."},{"subject":"digitalocean/mastodon-on-kubernetes","predicate":"has watch term","object":"Eval methodology","text":"digitalocean/mastodon-on-kubernetes has watch term Eval methodology."},{"subject":"digitalocean/mastodon-on-kubernetes","predicate":"has watch term","object":"Infrastructure","text":"digitalocean/mastodon-on-kubernetes has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"DigitalOcean (GradientAI) published digitalocean/mastodon-on-kubernetes (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/mastodon-on-kubernetes · 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/mastodon-on-kubernetes","text":"DigitalOcean (GradientAI) published repo digitalocean/mastodon-on-kubernetes."},{"subject":"digitalocean/mastodon-on-kubernetes","predicate":"is classified as","object":"repo signal","text":"digitalocean/mastodon-on-kubernetes is classified as repo signal."},{"subject":"digitalocean/mastodon-on-kubernetes","predicate":"belongs to","object":"repos desk","text":"digitalocean/mastodon-on-kubernetes belongs to repos desk."},{"subject":"digitalocean/mastodon-on-kubernetes","predicate":"has context","object":"HCL","text":"digitalocean/mastodon-on-kubernetes has context HCL."},{"subject":"digitalocean/mastodon-on-kubernetes","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/mastodon-on-kubernetes has evidence coverage 1 captured evidence page."}]},"signal":{"id":"029a3580-ea88-48db-ba82-a7f7ca200da2","url":"https://onlylabs.fyi/signals/029a3580-ea88-48db-ba82-a7f7ca200da2","json_url":"https://onlylabs.fyi/signals/029a3580-ea88-48db-ba82-a7f7ca200da2/signal.json","source_url":"https://github.com/digitalocean/mastodon-on-kubernetes","title":"digitalocean/mastodon-on-kubernetes","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":"2022-12-22T07:46:19+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/mastodon-on-kubernetes"]},"facets":{"repo":"digitalocean/mastodon-on-kubernetes","language":"HCL"},"traction":{"github_stars":34,"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/mastodon-on-kubernetes","final_url":"https://github.com/digitalocean/mastodon-on-kubernetes","title":"digitalocean/mastodon-on-kubernetes repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:08:20.825161+00:00","bytes":11773,"raw_path":"6621a7e29652ecb0546111a1743f9c8d4ec810c533db0eb210e9cefb962f8c0f.json","content_hash":"32c3380e0467e445f2a872aef868a1d43eddf9196610f5aae91c6ec1c33e0270","excerpt_chars":1200,"truncated":true,"excerpt":"digitalocean/mastodon-on-kubernetes Description: Setting up Mastodon on DigitalOcean Kubernetes Language: HCL Stars: 34 Forks: 9 Open issues: 1 Created: 2022-12-22T07:46:19Z Pushed: 2023-02-05T16:33:16Z Default branch: main Fork: no Archived: no README: Setting up Mastodon on DigitalOcean Kubernetes Introduction This is a quick start guide to set up a Mastodon instance running on DigitalOcean Kubernetes. It starts with a high-level overview of Mastodon and all involved components. Then, you will be guided through the initial installation and configuration steps. Finally, you should be able to see your final Mastodon instance alive and kicking and also evaluate its performance under heavy load. [Mastodon](https://docs.joinmastodon.org) is a microblogging platform similar to Twitter. It lets you create small posts, follow people, react to other people’s posts, etc. Mastodon is an open-source and actively developed project; thus, it is constantly improved. The main goal is to offer people more freedom and not rely on or depend on big tech companies (in contrast with what happened to Twitter lately). From an architectural point of view, Mastodon follows a decentralized approach..."},"evidence_pages":[{"url":"https://github.com/digitalocean/mastodon-on-kubernetes","final_url":"https://github.com/digitalocean/mastodon-on-kubernetes","title":"digitalocean/mastodon-on-kubernetes repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:08:20.825161+00:00","bytes":11773,"raw_path":"6621a7e29652ecb0546111a1743f9c8d4ec810c533db0eb210e9cefb962f8c0f.json","content_hash":"32c3380e0467e445f2a872aef868a1d43eddf9196610f5aae91c6ec1c33e0270","excerpt_chars":1200,"truncated":true,"excerpt":"digitalocean/mastodon-on-kubernetes Description: Setting up Mastodon on DigitalOcean Kubernetes Language: HCL Stars: 34 Forks: 9 Open issues: 1 Created: 2022-12-22T07:46:19Z Pushed: 2023-02-05T16:33:16Z Default branch: main Fork: no Archived: no README: Setting up Mastodon on DigitalOcean Kubernetes Introduction This is a quick start guide to set up a Mastodon instance running on DigitalOcean Kubernetes. It starts with a high-level overview of Mastodon and all involved components. Then, you will be guided through the initial installation and configuration steps. Finally, you should be able to see your final Mastodon instance alive and kicking and also evaluate its performance under heavy load. [Mastodon](https://docs.joinmastodon.org) is a microblogging platform similar to Twitter. It lets you create small posts, follow people, react to other people’s posts, etc. Mastodon is an open-source and actively developed project; thus, it is constantly improved. The main goal is to offer people more freedom and not rely on or depend on big tech companies (in contrast with what happened to Twitter lately). From an architectural point of view, Mastodon follows a decentralized approach..."}],"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"}]}