{"schema_version":"onlylabs.public_signal.v1","title":"Replicate Repo: replicate/cog-runtime","description":"Replicate repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/f351b339-0df4-45cc-8a4c-e962faf4f9cf","json_url":"https://onlylabs.fyi/signals/f351b339-0df4-45cc-8a4c-e962faf4f9cf/signal.json","generated_at":"2026-06-11T04:09:40.741718+00:00","org":{"slug":"replicate","name":"Replicate","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/replicate","dossier_json_url":"https://onlylabs.fyi/labs/replicate/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/f351b339-0df4-45cc-8a4c-e962faf4f9cf","signal_json":"https://onlylabs.fyi/signals/f351b339-0df4-45cc-8a4c-e962faf4f9cf/signal.json","source":"https://github.com/replicate/cog-runtime","lab_dossier":"https://onlylabs.fyi/labs/replicate","lab_dossier_json":"https://onlylabs.fyi/labs/replicate/dossier.json","analysis":"https://onlylabs.fyi/analysis/replicate","analysis_json":"https://onlylabs.fyi/analysis/replicate/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/replicate/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":"Replicate published replicate/cog-runtime (Go). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo replicate/cog-runtime · language Go · Low-traction repo from known company. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/replicate/cog-runtime","source_host":"github.com","occurred_at":"2024-11-15T00:12:14+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source","context":"Go"},"context_markers":[{"label":"Lab","value":"Replicate","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"replicate/cog-runtime","source":"source"},{"label":"Language","value":"Go","source":"source"},{"label":"Stars","value":"5","source":"traction"},{"label":"Notability","value":"Low-traction repo from known company","source":"signal"},{"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/replicate/cog-runtime"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:09:40.741718+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/f351b339-0df4-45cc-8a4c-e962faf4f9cf/signal.json","dossier_json":"https://onlylabs.fyi/labs/replicate/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/replicate/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/replicate/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/f351b339-0df4-45cc-8a4c-e962faf4f9cf/signal.json","required":true},{"label":"source","url":"https://github.com/replicate/cog-runtime","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/replicate/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/replicate/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 Replicate's repo signal \"replicate/cog-runtime\" for neocloud strategy."},"semantic_triples":[{"subject":"Replicate","predicate":"published repo","object":"replicate/cog-runtime","text":"Replicate published repo replicate/cog-runtime."},{"subject":"replicate/cog-runtime","predicate":"is classified as","object":"repo signal","text":"replicate/cog-runtime is classified as repo signal."},{"subject":"replicate/cog-runtime","predicate":"belongs to","object":"repos desk","text":"replicate/cog-runtime belongs to repos desk."},{"subject":"replicate/cog-runtime","predicate":"has context","object":"Go","text":"replicate/cog-runtime has context Go."},{"subject":"replicate/cog-runtime","predicate":"has evidence coverage","object":"1 captured evidence page","text":"replicate/cog-runtime has evidence coverage 1 captured evidence page."},{"subject":"replicate/cog-runtime","predicate":"has captured page count","object":"1","text":"replicate/cog-runtime has captured page count 1."},{"subject":"replicate/cog-runtime","predicate":"has readable page count","object":"1","text":"replicate/cog-runtime has readable page count 1."},{"subject":"replicate/cog-runtime","predicate":"has related signal count","object":"6","text":"replicate/cog-runtime has related signal count 6."},{"subject":"replicate/cog-runtime","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":"replicate/cog-runtime 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":"replicate/cog-runtime","predicate":"has source host","object":"github.com","text":"replicate/cog-runtime has source host github.com."},{"subject":"replicate/cog-runtime","predicate":"has lab","object":"Replicate","text":"replicate/cog-runtime has lab Replicate."},{"subject":"replicate/cog-runtime","predicate":"has signal desk","object":"repos","text":"replicate/cog-runtime has signal desk repos."},{"subject":"replicate/cog-runtime","predicate":"has source host","object":"github.com","text":"replicate/cog-runtime has source host github.com."},{"subject":"replicate/cog-runtime","predicate":"has repository","object":"replicate/cog-runtime","text":"replicate/cog-runtime has repository replicate/cog-runtime."},{"subject":"replicate/cog-runtime","predicate":"has language","object":"Go","text":"replicate/cog-runtime has language Go."},{"subject":"replicate/cog-runtime","predicate":"has stars","object":"5","text":"replicate/cog-runtime has stars 5."},{"subject":"replicate/cog-runtime","predicate":"has notability","object":"Low-traction repo from known company","text":"replicate/cog-runtime has notability Low-traction repo from known company."},{"subject":"replicate/cog-runtime","predicate":"has watch term","object":"Infrastructure","text":"replicate/cog-runtime has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"Replicate published replicate/cog-runtime (Go). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo replicate/cog-runtime · language Go · Low-traction repo from known company. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Replicate","predicate":"published repo","object":"replicate/cog-runtime","text":"Replicate published repo replicate/cog-runtime."},{"subject":"replicate/cog-runtime","predicate":"is classified as","object":"repo signal","text":"replicate/cog-runtime is classified as repo signal."},{"subject":"replicate/cog-runtime","predicate":"belongs to","object":"repos desk","text":"replicate/cog-runtime belongs to repos desk."},{"subject":"replicate/cog-runtime","predicate":"has context","object":"Go","text":"replicate/cog-runtime has context Go."},{"subject":"replicate/cog-runtime","predicate":"has evidence coverage","object":"1 captured evidence page","text":"replicate/cog-runtime has evidence coverage 1 captured evidence page."}]},"signal":{"id":"f351b339-0df4-45cc-8a4c-e962faf4f9cf","url":"https://onlylabs.fyi/signals/f351b339-0df4-45cc-8a4c-e962faf4f9cf","json_url":"https://onlylabs.fyi/signals/f351b339-0df4-45cc-8a4c-e962faf4f9cf/signal.json","source_url":"https://github.com/replicate/cog-runtime","title":"replicate/cog-runtime","summary":"Replicate 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":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2024-11-15T00:12:14+00:00","first_seen_at":"2026-06-05T22:32:13.390047+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/replicate/cog-runtime"]},"facets":{"repo":"replicate/cog-runtime","language":"Go"},"traction":{"github_stars":5,"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/replicate/cog-runtime","final_url":"https://github.com/replicate/cog-runtime","title":"replicate/cog-runtime repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:09:40.741718+00:00","bytes":8727,"raw_path":"c8b372e0f66360c456120639e28d986087b01117c6601fabb9b8e481c51030d7.json","content_hash":"4a1e15e3825a78a0ae75abe545d955af2327518e9ffc401ca2b72289c80ca7e8","excerpt_chars":1200,"truncated":true,"excerpt":"replicate/cog-runtime Description: Cog runtime implementation Language: Go Stars: 5 Forks: 2 Open issues: 13 Created: 2024-11-15T00:12:14Z Pushed: 2026-04-02T00:47:10Z Default branch: main Fork: no Archived: yes README: Cog Runtime COG RUNTIME IS BEING MERGED INTO MAINLINE COG, `cog-runtime` is being archived as we continue that work Work will continue [COG](https://github.com/replicate/cog) Historical Information New implementation for Cog's production runtime component, which is responsible for: * Cog HTTP server * Input and output schema validation * Model execution Cog HTTP server is rewritten in Go for better performance, reliability, concurrency and isolation. Schema validation and model execution were rewritten in pure Python for simplicity, better error handling and reduced risk of dependency conflicts. Cog HTTP server This is the Go HTTP server that: * Manages the Python model runner process * Handles HTTP requests * Downloads input files and uploads output files * Manages async and concurrency predictions * Makes webhook callbacks * Logging and health check of Python runner process * Communicates with the Python runner via a mix of Unix signals, HTTP, and JSON files..."},"evidence_pages":[{"url":"https://github.com/replicate/cog-runtime","final_url":"https://github.com/replicate/cog-runtime","title":"replicate/cog-runtime repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:09:40.741718+00:00","bytes":8727,"raw_path":"c8b372e0f66360c456120639e28d986087b01117c6601fabb9b8e481c51030d7.json","content_hash":"4a1e15e3825a78a0ae75abe545d955af2327518e9ffc401ca2b72289c80ca7e8","excerpt_chars":1200,"truncated":true,"excerpt":"replicate/cog-runtime Description: Cog runtime implementation Language: Go Stars: 5 Forks: 2 Open issues: 13 Created: 2024-11-15T00:12:14Z Pushed: 2026-04-02T00:47:10Z Default branch: main Fork: no Archived: yes README: Cog Runtime COG RUNTIME IS BEING MERGED INTO MAINLINE COG, `cog-runtime` is being archived as we continue that work Work will continue [COG](https://github.com/replicate/cog) Historical Information New implementation for Cog's production runtime component, which is responsible for: * Cog HTTP server * Input and output schema validation * Model execution Cog HTTP server is rewritten in Go for better performance, reliability, concurrency and isolation. Schema validation and model execution were rewritten in pure Python for simplicity, better error handling and reduced risk of dependency conflicts. Cog HTTP server This is the Go HTTP server that: * Manages the Python model runner process * Handles HTTP requests * Downloads input files and uploads output files * Manages async and concurrency predictions * Makes webhook callbacks * Logging and health check of Python runner process * Communicates with the Python runner via a mix of Unix signals, HTTP, and JSON files..."}],"related_signals":[{"id":"1db23f7d-6f2c-4c4d-a72e-13e4571ab215","url":"https://onlylabs.fyi/signals/1db23f7d-6f2c-4c4d-a72e-13e4571ab215","source_url":"https://github.com/replicate/getting-started-vinext","title":"replicate/getting-started-vinext","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-02-24T21:02:36+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source"},{"id":"839ba0f4-1476-4d41-8a21-a7229404068c","url":"https://onlylabs.fyi/signals/839ba0f4-1476-4d41-8a21-a7229404068c","source_url":"https://github.com/replicate/skills","title":"replicate/skills","context":"Shell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-02-16T04:57:43+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source"},{"id":"7859f548-12fd-4e47-869f-6cd6e9b89b7c","url":"https://onlylabs.fyi/signals/7859f548-12fd-4e47-869f-6cd6e9b89b7c","source_url":"https://github.com/replicate/image-editing-arena","title":"replicate/image-editing-arena","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2025-11-25T21:37:30+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source"},{"id":"024a8173-5843-4a5f-b99f-d614881620a1","url":"https://onlylabs.fyi/signals/024a8173-5843-4a5f-b99f-d614881620a1","source_url":"https://github.com/replicate/replicate-langchain","title":"replicate/replicate-langchain","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2025-11-20T22:40:29+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source"},{"id":"eeeccbb1-b0ff-4c2e-9b43-59541c3b203b","url":"https://onlylabs.fyi/signals/eeeccbb1-b0ff-4c2e-9b43-59541c3b203b","source_url":"https://github.com/replicate/replicate-mcp-code-mode","title":"replicate/replicate-mcp-code-mode","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2025-11-13T20:12:39+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source"},{"id":"d3f1eb7e-9b05-4c64-94d6-5802bafeb63f","url":"https://onlylabs.fyi/signals/d3f1eb7e-9b05-4c64-94d6-5802bafeb63f","source_url":"https://github.com/replicate/cursedsit.com","title":"replicate/cursedsit.com","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2025-10-30T16:14:21+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source"}]}