{"schema_version":"onlylabs.public_signal.v1","title":"DigitalOcean (GradientAI) Fork: digitalocean/benchmark-harness","description":"DigitalOcean (GradientAI) fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/35906e14-606b-4a7d-8358-fcfdb0653338","json_url":"https://onlylabs.fyi/signals/35906e14-606b-4a7d-8358-fcfdb0653338/signal.json","generated_at":"2026-10-13T02:55:54.619Z","evidence_latest_fetched_at":"2026-09-18T07:03:20.309295+00:00","signal_first_seen_at":"2026-09-18T07:00:36.961081+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/35906e14-606b-4a7d-8358-fcfdb0653338","signal_json":"https://onlylabs.fyi/signals/35906e14-606b-4a7d-8358-fcfdb0653338/signal.json","source":"https://github.com/digitalocean/benchmark-harness","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/benchmark-harness (forked from OpenRouterTeam/benchmark-harness). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo digitalocean/benchmark-harness · parent OpenRouterTeam/benchmark-harness. 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/benchmark-harness","source_host":"github.com","occurred_at":"2026-09-17T17:14:48+00:00","first_seen_at":"2026-09-18T07:00:36.961081+00:00","date_source":"source","context":"forked from OpenRouterTeam/benchmark-harness"},"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/benchmark-harness","source":"source"},{"label":"Parent","value":"OpenRouterTeam/benchmark-harness","source":"source"},{"label":"Stars","value":"1","source":"traction"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","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/benchmark-harness"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-09-18T07:03:20.309295+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/35906e14-606b-4a7d-8358-fcfdb0653338/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/35906e14-606b-4a7d-8358-fcfdb0653338/signal.json","required":true},{"label":"source","url":"https://github.com/digitalocean/benchmark-harness","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/benchmark-harness\" for neocloud strategy."},"semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"forked","object":"digitalocean/benchmark-harness","text":"DigitalOcean (GradientAI) forked digitalocean/benchmark-harness."},{"subject":"digitalocean/benchmark-harness","predicate":"is classified as","object":"fork signal","text":"digitalocean/benchmark-harness is classified as fork signal."},{"subject":"digitalocean/benchmark-harness","predicate":"belongs to","object":"forks desk","text":"digitalocean/benchmark-harness belongs to forks desk."},{"subject":"digitalocean/benchmark-harness","predicate":"has context","object":"forked from OpenRouterTeam/benchmark-harness","text":"digitalocean/benchmark-harness has context forked from OpenRouterTeam/benchmark-harness."},{"subject":"digitalocean/benchmark-harness","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/benchmark-harness has evidence coverage 1 captured evidence page."},{"subject":"digitalocean/benchmark-harness","predicate":"has captured page count","object":"1","text":"digitalocean/benchmark-harness has captured page count 1."},{"subject":"digitalocean/benchmark-harness","predicate":"has readable page count","object":"1","text":"digitalocean/benchmark-harness has readable page count 1."},{"subject":"digitalocean/benchmark-harness","predicate":"has related signal count","object":"6","text":"digitalocean/benchmark-harness has related signal count 6."},{"subject":"digitalocean/benchmark-harness","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/benchmark-harness 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/benchmark-harness","predicate":"has source host","object":"github.com","text":"digitalocean/benchmark-harness has source host github.com."},{"subject":"digitalocean/benchmark-harness","predicate":"has lab","object":"DigitalOcean (GradientAI)","text":"digitalocean/benchmark-harness has lab DigitalOcean (GradientAI)."},{"subject":"digitalocean/benchmark-harness","predicate":"has signal desk","object":"forks","text":"digitalocean/benchmark-harness has signal desk forks."},{"subject":"digitalocean/benchmark-harness","predicate":"has source host","object":"github.com","text":"digitalocean/benchmark-harness has source host github.com."},{"subject":"digitalocean/benchmark-harness","predicate":"has repository","object":"digitalocean/benchmark-harness","text":"digitalocean/benchmark-harness has repository digitalocean/benchmark-harness."},{"subject":"digitalocean/benchmark-harness","predicate":"has parent","object":"OpenRouterTeam/benchmark-harness","text":"digitalocean/benchmark-harness has parent OpenRouterTeam/benchmark-harness."},{"subject":"digitalocean/benchmark-harness","predicate":"has stars","object":"1","text":"digitalocean/benchmark-harness has stars 1."},{"subject":"digitalocean/benchmark-harness","predicate":"has watch term","object":"Eval methodology","text":"digitalocean/benchmark-harness has watch term Eval methodology."},{"subject":"digitalocean/benchmark-harness","predicate":"has watch term","object":"Infrastructure","text":"digitalocean/benchmark-harness has watch term Infrastructure."}]},"intelligence":{"signal_desk":"forks","answer":"DigitalOcean (GradientAI) forked digitalocean/benchmark-harness (forked from OpenRouterTeam/benchmark-harness). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo digitalocean/benchmark-harness · parent OpenRouterTeam/benchmark-harness. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"forked","object":"digitalocean/benchmark-harness","text":"DigitalOcean (GradientAI) forked digitalocean/benchmark-harness."},{"subject":"digitalocean/benchmark-harness","predicate":"is classified as","object":"fork signal","text":"digitalocean/benchmark-harness is classified as fork signal."},{"subject":"digitalocean/benchmark-harness","predicate":"belongs to","object":"forks desk","text":"digitalocean/benchmark-harness belongs to forks desk."},{"subject":"digitalocean/benchmark-harness","predicate":"has context","object":"forked from OpenRouterTeam/benchmark-harness","text":"digitalocean/benchmark-harness has context forked from OpenRouterTeam/benchmark-harness."},{"subject":"digitalocean/benchmark-harness","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/benchmark-harness has evidence coverage 1 captured evidence page."}]},"signal":{"id":"35906e14-606b-4a7d-8358-fcfdb0653338","url":"https://onlylabs.fyi/signals/35906e14-606b-4a7d-8358-fcfdb0653338","json_url":"https://onlylabs.fyi/signals/35906e14-606b-4a7d-8358-fcfdb0653338/signal.json","source_url":"https://github.com/digitalocean/benchmark-harness","title":"digitalocean/benchmark-harness","summary":"DigitalOcean (GradientAI) forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from OpenRouterTeam/benchmark-harness","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-09-17T17:14:48+00:00","first_seen_at":"2026-09-18T07:00:36.961081+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/benchmark-harness"]},"facets":{"repo":"digitalocean/benchmark-harness","parent":"OpenRouterTeam/benchmark-harness"},"traction":{"github_stars":1,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/digitalocean/benchmark-harness","final_url":"https://github.com/digitalocean/benchmark-harness","title":"digitalocean/benchmark-harness repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-09-18T07:03:20.309295+00:00","bytes":22564,"raw_path":"d1c4573daf7803a060642ff20d09b5c309ecdfd7d25ecc9d85ffc064487dbbf3.json","content_hash":"0fadc3104f862cecbc76334434dd7246a83bdcaf4f9e2962321103152f91fd1b","excerpt_chars":1200,"truncated":false,"excerpt":"digitalocean/benchmark-harness Description: OpenRouter TypeScript harness for reproducible LLM benchmarks and evaluations. License: Apache-2.0 Stars: 1 Forks: 0 Open issues: 1 Created: 2026-09-17T17:14:48Z Pushed: 2026-09-17T17:16:03Z Default branch: main Fork: yes Parent repository: OpenRouterTeam/benchmark-harness Archived: no README: OpenRouter Benchmark Harness OpenRouter's internal benchmarking harness, externalized for transparency. We port benchmarks here so we can run them scalably on our infrastructure and iterate quickly. ```sh bun install OPENROUTER_API_KEY=... bun run bench -- --benchmark gpqa_diamond --model openai/gpt-4o-mini --limit 5 ``` See [CONTRIBUTING.md](CONTRIBUTING.md) before proposing changes. Report security issues privately as described in [SECURITY.md](SECURITY.md)."},"evidence_pages":[],"related_signals":[{"id":"eb7ea048-105b-4983-b1c1-0ade1ca1c658","url":"https://onlylabs.fyi/signals/eb7ea048-105b-4983-b1c1-0ade1ca1c658","source_url":"https://github.com/digitalocean/tester","title":"digitalocean/tester","context":"forked from nanzhong/tester","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-09-20T18:19:40+00:00","first_seen_at":"2026-09-21T07:00:38.130167+00:00","date_source":"source"},{"id":"ffff8da6-a146-4ee4-8394-fa5bea4bf74b","url":"https://onlylabs.fyi/signals/ffff8da6-a146-4ee4-8394-fa5bea4bf74b","source_url":"https://github.com/digitalocean/go-diskfs","title":"digitalocean/go-diskfs","context":"forked from diskfs/go-diskfs","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-06-23T15:35:27+00:00","first_seen_at":"2026-06-24T07:00:21.016059+00:00","date_source":"source"},{"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"}]}