{"schema_version":"onlylabs.public_signal.v1","title":"DigitalOcean (GradientAI) Fork: digitalocean/iocontrol","description":"DigitalOcean (GradientAI) fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/a4cac398-0749-4725-8b19-ff5cd604b6b8","json_url":"https://onlylabs.fyi/signals/a4cac398-0749-4725-8b19-ff5cd604b6b8/signal.json","generated_at":"2026-06-11T03:10:40.620899+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/a4cac398-0749-4725-8b19-ff5cd604b6b8","signal_json":"https://onlylabs.fyi/signals/a4cac398-0749-4725-8b19-ff5cd604b6b8/signal.json","source":"https://github.com/digitalocean/iocontrol","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/iocontrol (forked from aybabtme/iocontrol). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo digitalocean/iocontrol · parent aybabtme/iocontrol. 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/iocontrol","source_host":"github.com","occurred_at":"2024-02-14T20:44:08+00:00","first_seen_at":"2026-06-05T22:32:20.223218+00:00","date_source":"source","context":"forked from aybabtme/iocontrol"},"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/iocontrol","source":"source"},{"label":"Parent","value":"aybabtme/iocontrol","source":"source"},{"label":"Watch term","value":"Eval methodology","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/iocontrol"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:10:40.620899+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/a4cac398-0749-4725-8b19-ff5cd604b6b8/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/a4cac398-0749-4725-8b19-ff5cd604b6b8/signal.json","required":true},{"label":"source","url":"https://github.com/digitalocean/iocontrol","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/iocontrol\" for neocloud strategy."},"semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"forked","object":"digitalocean/iocontrol","text":"DigitalOcean (GradientAI) forked digitalocean/iocontrol."},{"subject":"digitalocean/iocontrol","predicate":"is classified as","object":"fork signal","text":"digitalocean/iocontrol is classified as fork signal."},{"subject":"digitalocean/iocontrol","predicate":"belongs to","object":"forks desk","text":"digitalocean/iocontrol belongs to forks desk."},{"subject":"digitalocean/iocontrol","predicate":"has context","object":"forked from aybabtme/iocontrol","text":"digitalocean/iocontrol has context forked from aybabtme/iocontrol."},{"subject":"digitalocean/iocontrol","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/iocontrol has evidence coverage 1 captured evidence page."},{"subject":"digitalocean/iocontrol","predicate":"has captured page count","object":"1","text":"digitalocean/iocontrol has captured page count 1."},{"subject":"digitalocean/iocontrol","predicate":"has readable page count","object":"1","text":"digitalocean/iocontrol has readable page count 1."},{"subject":"digitalocean/iocontrol","predicate":"has related signal count","object":"6","text":"digitalocean/iocontrol has related signal count 6."},{"subject":"digitalocean/iocontrol","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/iocontrol 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/iocontrol","predicate":"has source host","object":"github.com","text":"digitalocean/iocontrol has source host github.com."},{"subject":"digitalocean/iocontrol","predicate":"has lab","object":"DigitalOcean (GradientAI)","text":"digitalocean/iocontrol has lab DigitalOcean (GradientAI)."},{"subject":"digitalocean/iocontrol","predicate":"has signal desk","object":"forks","text":"digitalocean/iocontrol has signal desk forks."},{"subject":"digitalocean/iocontrol","predicate":"has source host","object":"github.com","text":"digitalocean/iocontrol has source host github.com."},{"subject":"digitalocean/iocontrol","predicate":"has repository","object":"digitalocean/iocontrol","text":"digitalocean/iocontrol has repository digitalocean/iocontrol."},{"subject":"digitalocean/iocontrol","predicate":"has parent","object":"aybabtme/iocontrol","text":"digitalocean/iocontrol has parent aybabtme/iocontrol."},{"subject":"digitalocean/iocontrol","predicate":"has watch term","object":"Eval methodology","text":"digitalocean/iocontrol has watch term Eval methodology."}]},"intelligence":{"signal_desk":"forks","answer":"DigitalOcean (GradientAI) forked digitalocean/iocontrol (forked from aybabtme/iocontrol). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo digitalocean/iocontrol · parent aybabtme/iocontrol. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"forked","object":"digitalocean/iocontrol","text":"DigitalOcean (GradientAI) forked digitalocean/iocontrol."},{"subject":"digitalocean/iocontrol","predicate":"is classified as","object":"fork signal","text":"digitalocean/iocontrol is classified as fork signal."},{"subject":"digitalocean/iocontrol","predicate":"belongs to","object":"forks desk","text":"digitalocean/iocontrol belongs to forks desk."},{"subject":"digitalocean/iocontrol","predicate":"has context","object":"forked from aybabtme/iocontrol","text":"digitalocean/iocontrol has context forked from aybabtme/iocontrol."},{"subject":"digitalocean/iocontrol","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/iocontrol has evidence coverage 1 captured evidence page."}]},"signal":{"id":"a4cac398-0749-4725-8b19-ff5cd604b6b8","url":"https://onlylabs.fyi/signals/a4cac398-0749-4725-8b19-ff5cd604b6b8","json_url":"https://onlylabs.fyi/signals/a4cac398-0749-4725-8b19-ff5cd604b6b8/signal.json","source_url":"https://github.com/digitalocean/iocontrol","title":"digitalocean/iocontrol","summary":"DigitalOcean (GradientAI) forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from aybabtme/iocontrol","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2024-02-14T20:44:08+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/iocontrol"]},"facets":{"repo":"digitalocean/iocontrol","parent":"aybabtme/iocontrol"},"traction":{"github_stars":0,"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/iocontrol","final_url":"https://github.com/digitalocean/iocontrol","title":"digitalocean/iocontrol repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:10:40.620899+00:00","bytes":23193,"raw_path":"9d1548b31a100ab939308058365ce62050e3e993878014af6fe7c5aa1ea3fcb5.json","content_hash":"580a732e4931c6f9c5d212781f353339707209ff691abdd53a6d74ef46de9cc7","excerpt_chars":1200,"truncated":true,"excerpt":"digitalocean/iocontrol Description: Measure and throttle the rate at which data is transferred. License: MIT Stars: 0 Forks: 0 Open issues: 0 Created: 2024-02-14T20:44:08Z Pushed: 2024-02-14T20:45:55Z Default branch: master Fork: yes Parent repository: aybabtme/iocontrol Archived: no README: iocontrol -- import \"github.com/aybabtme/iocontrol\" Package iocontrol offers `io.Writer`, `io.Reader`, `io.WriterAt`, and `io.ReaderAt` implementations that allow one to measure and throttle the rate at which data is transferred. Usage ```go const ( KiB = 1 << 10 MiB = 1 << 20 GiB = 1 << 30 ) ``` Orders of magnitude of data, in kibibyte (powers of 2, or multiples of 1024). See https://en.wikipedia.org/wiki/Kibibyte. Exposed Methods and Types For all of the exposed functionality, there are versions for all of `io.{Reader,Writer}At` with intuitive naming conventions. The `io.{Reader,Writer}` implementations are documented below. func ThrottledReader ```go func ThrottledReader(r io.Reader, bytesPerSec int, maxBurst time.Duration) io.Reader ``` ThrottledReader ensures that reads to `r` never exceeds a specified rate of bytes per second. The `maxBurst` duration changes how often the verification is..."},"evidence_pages":[{"url":"https://github.com/digitalocean/iocontrol","final_url":"https://github.com/digitalocean/iocontrol","title":"digitalocean/iocontrol repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:10:40.620899+00:00","bytes":23193,"raw_path":"9d1548b31a100ab939308058365ce62050e3e993878014af6fe7c5aa1ea3fcb5.json","content_hash":"580a732e4931c6f9c5d212781f353339707209ff691abdd53a6d74ef46de9cc7","excerpt_chars":1200,"truncated":true,"excerpt":"digitalocean/iocontrol Description: Measure and throttle the rate at which data is transferred. License: MIT Stars: 0 Forks: 0 Open issues: 0 Created: 2024-02-14T20:44:08Z Pushed: 2024-02-14T20:45:55Z Default branch: master Fork: yes Parent repository: aybabtme/iocontrol Archived: no README: iocontrol -- import \"github.com/aybabtme/iocontrol\" Package iocontrol offers `io.Writer`, `io.Reader`, `io.WriterAt`, and `io.ReaderAt` implementations that allow one to measure and throttle the rate at which data is transferred. Usage ```go const ( KiB = 1 << 10 MiB = 1 << 20 GiB = 1 << 30 ) ``` Orders of magnitude of data, in kibibyte (powers of 2, or multiples of 1024). See https://en.wikipedia.org/wiki/Kibibyte. Exposed Methods and Types For all of the exposed functionality, there are versions for all of `io.{Reader,Writer}At` with intuitive naming conventions. The `io.{Reader,Writer}` implementations are documented below. func ThrottledReader ```go func ThrottledReader(r io.Reader, bytesPerSec int, maxBurst time.Duration) io.Reader ``` ThrottledReader ensures that reads to `r` never exceeds a specified rate of bytes per second. The `maxBurst` duration changes how often the verification is..."}],"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"}]}