{"schema_version":"onlylabs.public_signal.v1","title":"DigitalOcean (GradientAI) Fork: digitalocean/buildpack-apt","description":"DigitalOcean (GradientAI) fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/46d79343-2d3d-4d0d-a37f-1dd08c523da7","json_url":"https://onlylabs.fyi/signals/46d79343-2d3d-4d0d-a37f-1dd08c523da7/signal.json","generated_at":"2026-06-11T03:10:41.955119+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/46d79343-2d3d-4d0d-a37f-1dd08c523da7","signal_json":"https://onlylabs.fyi/signals/46d79343-2d3d-4d0d-a37f-1dd08c523da7/signal.json","source":"https://github.com/digitalocean/buildpack-apt","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":"https://onlylabs.fyi/topics/forks","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"DigitalOcean (GradientAI) forked digitalocean/buildpack-apt (forked from jonfriesen/buildpack-apt). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo digitalocean/buildpack-apt · parent jonfriesen/buildpack-apt. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","signal_desk":"forks","source_context":{"source_url":"https://github.com/digitalocean/buildpack-apt","source_host":"github.com","occurred_at":"2023-02-09T14:21:06+00:00","first_seen_at":"2026-06-05T22:32:20.223218+00:00","date_source":"source","context":"forked from jonfriesen/buildpack-apt"},"context_markers":[{"label":"Lab","value":"DigitalOcean (GradientAI)","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"digitalocean/buildpack-apt","source":"source"},{"label":"Parent","value":"jonfriesen/buildpack-apt","source":"source"},{"label":"Stars","value":"3","source":"traction"}],"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/buildpack-apt"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:10:41.955119+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/46d79343-2d3d-4d0d-a37f-1dd08c523da7/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":"https://onlylabs.fyi/topics/forks/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neocloud","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","evidence_focus":["forked parent repo","repo owner","language","description","stars","org and recency"],"extraction_questions":["Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Which low-profile forks could precede a release or hiring wave?","Which labs are converging on the same technical adjacency?"],"signal_questions":["What upstream dependency or technical adjacency does this fork reveal?","Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Do the 6 related fork signals show a repeated pattern?"],"output_fields":["org","upstream_repo","language","technical_theme","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/46d79343-2d3d-4d0d-a37f-1dd08c523da7/signal.json","required":true},{"label":"source","url":"https://github.com/digitalocean/buildpack-apt","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":"https://onlylabs.fyi/topics/forks/signals.json?category=neocloud","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 fork signal \"digitalocean/buildpack-apt\" for neocloud strategy."},"semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"forked","object":"digitalocean/buildpack-apt","text":"DigitalOcean (GradientAI) forked digitalocean/buildpack-apt."},{"subject":"digitalocean/buildpack-apt","predicate":"is classified as","object":"fork signal","text":"digitalocean/buildpack-apt is classified as fork signal."},{"subject":"digitalocean/buildpack-apt","predicate":"belongs to","object":"forks desk","text":"digitalocean/buildpack-apt belongs to forks desk."},{"subject":"digitalocean/buildpack-apt","predicate":"has context","object":"forked from jonfriesen/buildpack-apt","text":"digitalocean/buildpack-apt has context forked from jonfriesen/buildpack-apt."},{"subject":"digitalocean/buildpack-apt","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/buildpack-apt has evidence coverage 1 captured evidence page."},{"subject":"digitalocean/buildpack-apt","predicate":"has captured page count","object":"1","text":"digitalocean/buildpack-apt has captured page count 1."},{"subject":"digitalocean/buildpack-apt","predicate":"has readable page count","object":"1","text":"digitalocean/buildpack-apt has readable page count 1."},{"subject":"digitalocean/buildpack-apt","predicate":"has related signal count","object":"6","text":"digitalocean/buildpack-apt has related signal count 6."},{"subject":"digitalocean/buildpack-apt","predicate":"has analysis playbook objective","object":"Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","text":"digitalocean/buildpack-apt has analysis playbook objective Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.."},{"subject":"digitalocean/buildpack-apt","predicate":"has source host","object":"github.com","text":"digitalocean/buildpack-apt has source host github.com."},{"subject":"digitalocean/buildpack-apt","predicate":"has lab","object":"DigitalOcean (GradientAI)","text":"digitalocean/buildpack-apt has lab DigitalOcean (GradientAI)."},{"subject":"digitalocean/buildpack-apt","predicate":"has signal desk","object":"forks","text":"digitalocean/buildpack-apt has signal desk forks."},{"subject":"digitalocean/buildpack-apt","predicate":"has source host","object":"github.com","text":"digitalocean/buildpack-apt has source host github.com."},{"subject":"digitalocean/buildpack-apt","predicate":"has repository","object":"digitalocean/buildpack-apt","text":"digitalocean/buildpack-apt has repository digitalocean/buildpack-apt."},{"subject":"digitalocean/buildpack-apt","predicate":"has parent","object":"jonfriesen/buildpack-apt","text":"digitalocean/buildpack-apt has parent jonfriesen/buildpack-apt."},{"subject":"digitalocean/buildpack-apt","predicate":"has stars","object":"3","text":"digitalocean/buildpack-apt has stars 3."}]},"intelligence":{"signal_desk":"forks","answer":"DigitalOcean (GradientAI) forked digitalocean/buildpack-apt (forked from jonfriesen/buildpack-apt). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo digitalocean/buildpack-apt · parent jonfriesen/buildpack-apt. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"forked","object":"digitalocean/buildpack-apt","text":"DigitalOcean (GradientAI) forked digitalocean/buildpack-apt."},{"subject":"digitalocean/buildpack-apt","predicate":"is classified as","object":"fork signal","text":"digitalocean/buildpack-apt is classified as fork signal."},{"subject":"digitalocean/buildpack-apt","predicate":"belongs to","object":"forks desk","text":"digitalocean/buildpack-apt belongs to forks desk."},{"subject":"digitalocean/buildpack-apt","predicate":"has context","object":"forked from jonfriesen/buildpack-apt","text":"digitalocean/buildpack-apt has context forked from jonfriesen/buildpack-apt."},{"subject":"digitalocean/buildpack-apt","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/buildpack-apt has evidence coverage 1 captured evidence page."}]},"signal":{"id":"46d79343-2d3d-4d0d-a37f-1dd08c523da7","url":"https://onlylabs.fyi/signals/46d79343-2d3d-4d0d-a37f-1dd08c523da7","json_url":"https://onlylabs.fyi/signals/46d79343-2d3d-4d0d-a37f-1dd08c523da7/signal.json","source_url":"https://github.com/digitalocean/buildpack-apt","title":"digitalocean/buildpack-apt","summary":"DigitalOcean (GradientAI) forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from jonfriesen/buildpack-apt","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2023-02-09T14:21:06+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/buildpack-apt"]},"facets":{"repo":"digitalocean/buildpack-apt","parent":"jonfriesen/buildpack-apt"},"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/buildpack-apt","final_url":"https://github.com/digitalocean/buildpack-apt","title":"digitalocean/buildpack-apt repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:10:41.955119+00:00","bytes":21480,"raw_path":"24980adcb83ccb5b6ed0f2a73d406c409598c2e62def49b248aa4e5ef6789ceb.json","content_hash":"dc2ad10d25847e8c0e2fd150e74e8fc85bff364fd10016a226b1041bb14089e6","excerpt_chars":1200,"truncated":true,"excerpt":"digitalocean/buildpack-apt Language: Shell Stars: 3 Forks: 0 Open issues: 2 Created: 2023-02-09T14:21:06Z Pushed: 2026-03-20T13:14:07Z Default branch: main Fork: yes Parent repository: jonfriesen/buildpack-apt Archived: no README: buildpack-apt This is a [Cloud Native Buildpack](https://buildpacks.io/) that adds support for `apt`-based dependencies during both build and runtime. This buildpack is inspired by the [fagiani/apt-buildpack](https://github.com/fagiani/apt-buildpack) and [heroku-buildpack-apt](https://github.com/heroku/heroku-buildpack-apt). Usage This buildpack is not meant to be used on its own, and instead should be in used in combination with other buildpacks. If adding to your own builder image this should be near the top of the buildpack stack. Include a list of `apt` package names to be installed in a file named `Aptfile`; be aware that line ending should be LF, not CRLF. Debugging Include a environment variable with any value and a name of `BUILDPACK_APT_DEBUG` to enable bash debugging verboseness. Example The buildpack automatically downloads and installs the packages when you run a build: Command-line To use the latest stable version: ```bash $ pack build..."},"evidence_pages":[{"url":"https://github.com/digitalocean/buildpack-apt","final_url":"https://github.com/digitalocean/buildpack-apt","title":"digitalocean/buildpack-apt repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:10:41.955119+00:00","bytes":21480,"raw_path":"24980adcb83ccb5b6ed0f2a73d406c409598c2e62def49b248aa4e5ef6789ceb.json","content_hash":"dc2ad10d25847e8c0e2fd150e74e8fc85bff364fd10016a226b1041bb14089e6","excerpt_chars":1200,"truncated":true,"excerpt":"digitalocean/buildpack-apt Language: Shell Stars: 3 Forks: 0 Open issues: 2 Created: 2023-02-09T14:21:06Z Pushed: 2026-03-20T13:14:07Z Default branch: main Fork: yes Parent repository: jonfriesen/buildpack-apt Archived: no README: buildpack-apt This is a [Cloud Native Buildpack](https://buildpacks.io/) that adds support for `apt`-based dependencies during both build and runtime. This buildpack is inspired by the [fagiani/apt-buildpack](https://github.com/fagiani/apt-buildpack) and [heroku-buildpack-apt](https://github.com/heroku/heroku-buildpack-apt). Usage This buildpack is not meant to be used on its own, and instead should be in used in combination with other buildpacks. If adding to your own builder image this should be near the top of the buildpack stack. Include a list of `apt` package names to be installed in a file named `Aptfile`; be aware that line ending should be LF, not CRLF. Debugging Include a environment variable with any value and a name of `BUILDPACK_APT_DEBUG` to enable bash debugging verboseness. Example The buildpack automatically downloads and installs the packages when you run a build: Command-line To use the latest stable version: ```bash $ pack build..."}],"related_signals":[{"id":"e512360b-f217-4890-b670-deae8924d96e","url":"https://onlylabs.fyi/signals/e512360b-f217-4890-b670-deae8924d96e","source_url":"https://github.com/digitalocean/litellm","title":"digitalocean/litellm","context":"forked from BerriAI/litellm","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-05-15T20:19:20+00:00","first_seen_at":"2026-06-05T22:32:20.223218+00:00","date_source":"source"},{"id":"bff83389-ef82-455a-a99f-1e2e3b17bdb1","url":"https://onlylabs.fyi/signals/bff83389-ef82-455a-a99f-1e2e3b17bdb1","source_url":"https://github.com/digitalocean/litellm-os","title":"digitalocean/litellm-os","context":"forked from BerriAI/litellm","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-05-15T20:11:46+00:00","first_seen_at":"2026-06-05T22:32:20.223218+00:00","date_source":"source"},{"id":"17100ba5-68d1-41ee-ae3b-0b2286217b3c","url":"https://onlylabs.fyi/signals/17100ba5-68d1-41ee-ae3b-0b2286217b3c","source_url":"https://github.com/digitalocean/spawn","title":"digitalocean/spawn","context":"forked from OpenRouterLabs/spawn","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-03-27T14:06:30+00:00","first_seen_at":"2026-06-05T22:32:20.223218+00:00","date_source":"source"},{"id":"7560205e-53e2-4744-83a8-1500460b88c5","url":"https://onlylabs.fyi/signals/7560205e-53e2-4744-83a8-1500460b88c5","source_url":"https://github.com/digitalocean/pmm-headless","title":"digitalocean/pmm-headless","context":"forked from percona/pmm","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-03-24T09:57:05+00:00","first_seen_at":"2026-06-05T22:32:20.223218+00:00","date_source":"source"},{"id":"c7c56d6f-7799-474a-afd3-b1574dd4d9fb","url":"https://onlylabs.fyi/signals/c7c56d6f-7799-474a-afd3-b1574dd4d9fb","source_url":"https://github.com/digitalocean/kaniko","title":"digitalocean/kaniko","context":"forked from GoogleContainerTools/kaniko","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-02-23T14:33:22+00:00","first_seen_at":"2026-06-05T22:32:20.223218+00:00","date_source":"source"},{"id":"cde9d875-6fd8-46ec-8a19-3a0d7414a2d8","url":"https://onlylabs.fyi/signals/cde9d875-6fd8-46ec-8a19-3a0d7414a2d8","source_url":"https://github.com/digitalocean/arp-doks-fix","title":"digitalocean/arp-doks-fix","context":"forked from okamidash/arp-doks-fix","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-01-14T14:35:24+00:00","first_seen_at":"2026-06-05T22:32:20.223218+00:00","date_source":"source"}]}