{"schema_version":"onlylabs.public_signal.v1","title":"DigitalOcean (GradientAI) Repo: digitalocean/clusterlint","description":"DigitalOcean (GradientAI) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/6ab9b6f9-30a7-4dab-a16d-33ccc57484ef","json_url":"https://onlylabs.fyi/signals/6ab9b6f9-30a7-4dab-a16d-33ccc57484ef/signal.json","generated_at":"2026-06-11T04:07:22.085232+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/6ab9b6f9-30a7-4dab-a16d-33ccc57484ef","signal_json":"https://onlylabs.fyi/signals/6ab9b6f9-30a7-4dab-a16d-33ccc57484ef/signal.json","source":"https://github.com/digitalocean/clusterlint","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/clusterlint (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/clusterlint · language Go. 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/clusterlint","source_host":"github.com","occurred_at":"2019-06-10T19:12:29+00:00","first_seen_at":"2026-06-06T01:50:00.327763+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/clusterlint","source":"source"},{"label":"Language","value":"Go","source":"source"},{"label":"Stars","value":"591","source":"traction"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","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/clusterlint"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:07:22.085232+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/6ab9b6f9-30a7-4dab-a16d-33ccc57484ef/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/6ab9b6f9-30a7-4dab-a16d-33ccc57484ef/signal.json","required":true},{"label":"source","url":"https://github.com/digitalocean/clusterlint","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/clusterlint\" for neocloud strategy."},"semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"published repo","object":"digitalocean/clusterlint","text":"DigitalOcean (GradientAI) published repo digitalocean/clusterlint."},{"subject":"digitalocean/clusterlint","predicate":"is classified as","object":"repo signal","text":"digitalocean/clusterlint is classified as repo signal."},{"subject":"digitalocean/clusterlint","predicate":"belongs to","object":"repos desk","text":"digitalocean/clusterlint belongs to repos desk."},{"subject":"digitalocean/clusterlint","predicate":"has context","object":"Go","text":"digitalocean/clusterlint has context Go."},{"subject":"digitalocean/clusterlint","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/clusterlint has evidence coverage 1 captured evidence page."},{"subject":"digitalocean/clusterlint","predicate":"has captured page count","object":"1","text":"digitalocean/clusterlint has captured page count 1."},{"subject":"digitalocean/clusterlint","predicate":"has readable page count","object":"1","text":"digitalocean/clusterlint has readable page count 1."},{"subject":"digitalocean/clusterlint","predicate":"has related signal count","object":"6","text":"digitalocean/clusterlint has related signal count 6."},{"subject":"digitalocean/clusterlint","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/clusterlint 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/clusterlint","predicate":"has source host","object":"github.com","text":"digitalocean/clusterlint has source host github.com."},{"subject":"digitalocean/clusterlint","predicate":"has lab","object":"DigitalOcean (GradientAI)","text":"digitalocean/clusterlint has lab DigitalOcean (GradientAI)."},{"subject":"digitalocean/clusterlint","predicate":"has signal desk","object":"repos","text":"digitalocean/clusterlint has signal desk repos."},{"subject":"digitalocean/clusterlint","predicate":"has source host","object":"github.com","text":"digitalocean/clusterlint has source host github.com."},{"subject":"digitalocean/clusterlint","predicate":"has repository","object":"digitalocean/clusterlint","text":"digitalocean/clusterlint has repository digitalocean/clusterlint."},{"subject":"digitalocean/clusterlint","predicate":"has language","object":"Go","text":"digitalocean/clusterlint has language Go."},{"subject":"digitalocean/clusterlint","predicate":"has stars","object":"591","text":"digitalocean/clusterlint has stars 591."},{"subject":"digitalocean/clusterlint","predicate":"has watch term","object":"Data pipeline","text":"digitalocean/clusterlint has watch term Data pipeline."},{"subject":"digitalocean/clusterlint","predicate":"has watch term","object":"Infrastructure","text":"digitalocean/clusterlint has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"DigitalOcean (GradientAI) published digitalocean/clusterlint (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/clusterlint · language Go. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"published repo","object":"digitalocean/clusterlint","text":"DigitalOcean (GradientAI) published repo digitalocean/clusterlint."},{"subject":"digitalocean/clusterlint","predicate":"is classified as","object":"repo signal","text":"digitalocean/clusterlint is classified as repo signal."},{"subject":"digitalocean/clusterlint","predicate":"belongs to","object":"repos desk","text":"digitalocean/clusterlint belongs to repos desk."},{"subject":"digitalocean/clusterlint","predicate":"has context","object":"Go","text":"digitalocean/clusterlint has context Go."},{"subject":"digitalocean/clusterlint","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/clusterlint has evidence coverage 1 captured evidence page."}]},"signal":{"id":"6ab9b6f9-30a7-4dab-a16d-33ccc57484ef","url":"https://onlylabs.fyi/signals/6ab9b6f9-30a7-4dab-a16d-33ccc57484ef","json_url":"https://onlylabs.fyi/signals/6ab9b6f9-30a7-4dab-a16d-33ccc57484ef/signal.json","source_url":"https://github.com/digitalocean/clusterlint","title":"digitalocean/clusterlint","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":"2019-06-10T19:12:29+00:00","first_seen_at":"2026-06-06T01:50:00.327763+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/clusterlint"]},"facets":{"repo":"digitalocean/clusterlint","language":"Go"},"traction":{"github_stars":591,"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/clusterlint","final_url":"https://github.com/digitalocean/clusterlint","title":"digitalocean/clusterlint repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:07:22.085232+00:00","bytes":16170,"raw_path":"c619904eda7e2da703279477652152a3e0a0dc4a7bcbbb1954c5e38f7b17f248.json","content_hash":"4214ee37a484d117a472006bef8d4f3c5f65492860a0653f4f373070edeb5a33","excerpt_chars":1200,"truncated":true,"excerpt":"digitalocean/clusterlint Description: A best practices checker for Kubernetes clusters. 🤠 Language: Go License: Apache-2.0 Stars: 591 Forks: 45 Open issues: 11 Created: 2019-06-10T19:12:29Z Pushed: 2026-04-29T07:16:35Z Default branch: master Fork: no Archived: no README: Clusterlint [![CircleCI](https://circleci.com/gh/digitalocean/clusterlint.svg?style=svg)](https://circleci.com/gh/digitalocean/clusterlint) As clusters scale and become increasingly difficult to maintain, clusterlint helps operators conform to Kubernetes best practices around resources, security and reliability to avoid common problems while operating or upgrading the clusters. Clusterlint queries live Kubernetes clusters for resources, executes common and platform specific checks against these resources and provides actionable feedback to cluster operators. It is a non invasive tool that is run externally. Clusterlint does not alter the resource configurations. Background Kubernetes resources can be configured and applied in many ways. This flexibility often makes it difficult to identify problems across the cluster at the time of configuration. 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Clusterlint queries live Kubernetes clusters for resources, executes common and platform specific checks against these resources and provides actionable feedback to cluster operators. It is a non invasive tool that is run externally. Clusterlint does not alter the resource configurations. Background Kubernetes resources can be configured and applied in many ways. This flexibility often makes it difficult to identify problems across the cluster at the time of configuration. 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