{"schema_version":"onlylabs.public_signal.v1","title":"Replicate Release: replicate/cog v0.22.0","description":"Replicate release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/f4a77cfc-99db-4619-b110-10cc1607ed4e","json_url":"https://onlylabs.fyi/signals/f4a77cfc-99db-4619-b110-10cc1607ed4e/signal.json","generated_at":"2026-08-29T18:10:58.483Z","evidence_latest_fetched_at":"2026-08-14T07:02:10.973816+00:00","signal_first_seen_at":"2026-08-14T07:00:55.212111+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/f4a77cfc-99db-4619-b110-10cc1607ed4e","signal_json":"https://onlylabs.fyi/signals/f4a77cfc-99db-4619-b110-10cc1607ed4e/signal.json","source":"https://github.com/replicate/cog/releases/tag/v0.22.0","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":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Replicate published replicate/cog v0.22.0 (replicate/cog). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: routine release of a tool version · v0.22.0 Repository: replicate/cog Tag: v0.22.0 Published: 2026-08-14T00:52:22Z Prerelease: no Release notes: Breaking changes - **Local servers now bind to `127.0.0.1`.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/replicate/cog/releases/tag/v0.22.0","source_host":"github.com","occurred_at":"2026-08-14T00:52:22+00:00","first_seen_at":"2026-08-14T07:00:55.212111+00:00","date_source":"source","context":"replicate/cog"},"context_markers":[{"label":"Lab","value":"Replicate","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"replicate/cog","source":"source"},{"label":"Release","value":"v0.22.0","source":"source"},{"label":"Notability","value":"routine release of a tool version","source":"signal"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Infrastructure","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/releases/tag/v0.22.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-08-14T07:02:10.973816+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/f4a77cfc-99db-4619-b110-10cc1607ed4e/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":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/releases/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 model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What changed in this release, and what downstream data or infrastructure need could it create?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related release signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","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/f4a77cfc-99db-4619-b110-10cc1607ed4e/signal.json","required":true},{"label":"source","url":"https://github.com/replicate/cog/releases/tag/v0.22.0","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":"https://onlylabs.fyi/topics/releases/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 Replicate's release signal \"replicate/cog v0.22.0\" for neocloud strategy."},"semantic_triples":[{"subject":"Replicate","predicate":"released","object":"replicate/cog v0.22.0","text":"Replicate released replicate/cog v0.22.0."},{"subject":"replicate/cog v0.22.0","predicate":"is classified as","object":"release signal","text":"replicate/cog v0.22.0 is classified as release signal."},{"subject":"replicate/cog v0.22.0","predicate":"belongs to","object":"releases desk","text":"replicate/cog v0.22.0 belongs to releases desk."},{"subject":"replicate/cog v0.22.0","predicate":"has context","object":"replicate/cog","text":"replicate/cog v0.22.0 has context replicate/cog."},{"subject":"replicate/cog v0.22.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"replicate/cog v0.22.0 has evidence coverage 1 captured evidence page."},{"subject":"replicate/cog v0.22.0","predicate":"has captured page count","object":"1","text":"replicate/cog v0.22.0 has captured page count 1."},{"subject":"replicate/cog v0.22.0","predicate":"has readable page count","object":"1","text":"replicate/cog v0.22.0 has readable page count 1."},{"subject":"replicate/cog v0.22.0","predicate":"has related signal count","object":"6","text":"replicate/cog v0.22.0 has related signal count 6."},{"subject":"replicate/cog v0.22.0","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"replicate/cog v0.22.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"replicate/cog v0.22.0","predicate":"has source host","object":"github.com","text":"replicate/cog v0.22.0 has source host github.com."},{"subject":"replicate/cog v0.22.0","predicate":"has lab","object":"Replicate","text":"replicate/cog v0.22.0 has lab Replicate."},{"subject":"replicate/cog v0.22.0","predicate":"has signal desk","object":"releases","text":"replicate/cog v0.22.0 has signal desk releases."},{"subject":"replicate/cog v0.22.0","predicate":"has source host","object":"github.com","text":"replicate/cog v0.22.0 has source host github.com."},{"subject":"replicate/cog v0.22.0","predicate":"has repository","object":"replicate/cog","text":"replicate/cog v0.22.0 has repository replicate/cog."},{"subject":"replicate/cog v0.22.0","predicate":"has release","object":"v0.22.0","text":"replicate/cog v0.22.0 has release v0.22.0."},{"subject":"replicate/cog v0.22.0","predicate":"has notability","object":"routine release of a tool version","text":"replicate/cog v0.22.0 has notability routine release of a tool version."},{"subject":"replicate/cog v0.22.0","predicate":"has watch term","object":"Model card","text":"replicate/cog v0.22.0 has watch term Model card."},{"subject":"replicate/cog v0.22.0","predicate":"has watch term","object":"Infrastructure","text":"replicate/cog v0.22.0 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"Replicate published replicate/cog v0.22.0 (replicate/cog). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: routine release of a tool version · v0.22.0 Repository: replicate/cog Tag: v0.22.0 Published: 2026-08-14T00:52:22Z Prerelease: no Release notes: Breaking changes - **Local servers now bind to `127.0.0.1`.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Replicate","predicate":"released","object":"replicate/cog v0.22.0","text":"Replicate released replicate/cog v0.22.0."},{"subject":"replicate/cog v0.22.0","predicate":"is classified as","object":"release signal","text":"replicate/cog v0.22.0 is classified as release signal."},{"subject":"replicate/cog v0.22.0","predicate":"belongs to","object":"releases desk","text":"replicate/cog v0.22.0 belongs to releases desk."},{"subject":"replicate/cog v0.22.0","predicate":"has context","object":"replicate/cog","text":"replicate/cog v0.22.0 has context replicate/cog."},{"subject":"replicate/cog v0.22.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"replicate/cog v0.22.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"f4a77cfc-99db-4619-b110-10cc1607ed4e","url":"https://onlylabs.fyi/signals/f4a77cfc-99db-4619-b110-10cc1607ed4e","json_url":"https://onlylabs.fyi/signals/f4a77cfc-99db-4619-b110-10cc1607ed4e/signal.json","source_url":"https://github.com/replicate/cog/releases/tag/v0.22.0","title":"replicate/cog v0.22.0","summary":"Replicate published release notes. onlylabs watches releases for what actually shipped.","context":"replicate/cog","kind":{"key":"release","label":"Release"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-08-14T00:52:22+00:00","first_seen_at":"2026-08-14T07:00:55.212111+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/releases/tag/v0.22.0"]},"facets":{"repo":"replicate/cog"},"traction":{"github_stars":null,"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/replicate/cog/releases/tag/v0.22.0","final_url":"https://github.com/replicate/cog/releases/tag/v0.22.0","title":"replicate/cog v0.22.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-08-14T07:02:10.973816+00:00","bytes":27416,"raw_path":"ca30916502f9e41e40aa9b9fe0ce82728cbb357490ea7636d0b62d00d9ee0f48.json","content_hash":"3feec630f18c9589c9d33fcf45e84db363877f5e489c48cd7119d0e76e9e5c3c","excerpt_chars":1200,"truncated":true,"excerpt":"v0.22.0 Repository: replicate/cog Tag: v0.22.0 Published: 2026-08-14T00:52:22Z Prerelease: no Release notes: Breaking changes - **Local servers now bind to `127.0.0.1` instead of `0.0.0.0`.** `cog serve`, `cog run -p`, `cog predict`, and `cog train` no longer expose the prediction endpoint to your whole network by default. To get the old behavior back, use `cog serve --host 0.0.0.0` or `cog run -p 0.0.0.0:8888` — `-p` now accepts `host:port`. (#2812) New features - **Browser playground.** `cog playground` starts a local, schema-driven web UI for talking to a running model — a Postman-like tool that reads the model's OpenAPI schema and builds the input form for you, with a request inspector and webhook relay. Point it at anything speaking the Cog HTTP API with `--target`. (#3123) - **`cog serve --playground`.** Serve the model and the playground in one command. The playground gets its own port (`--playground-port`, default 9000, `0` picks a free one) and both URLs are printed on startup. (#3154) - **`@cog.concurrent` decorator.** Configure async runner concurrency on the method that does the work instead of in `cog.yaml`: ```python class Runner(cog.BaseRunner):..."},"evidence_pages":[],"related_signals":[{"id":"4869abe5-8a47-4e97-a9ac-c678f31dab5c","url":"https://onlylabs.fyi/signals/4869abe5-8a47-4e97-a9ac-c678f31dab5c","source_url":"https://github.com/replicate/cog/releases/tag/v0.21.0","title":"replicate/cog v0.21.0","context":"replicate/cog","kind":{"key":"release","label":"Release"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-06-16T20:30:15+00:00","first_seen_at":"2026-06-17T07:01:56.028908+00:00","date_source":"source"},{"id":"a1f92851-6efe-4cd3-a510-179f1b01c5c8","url":"https://onlylabs.fyi/signals/a1f92851-6efe-4cd3-a510-179f1b01c5c8","source_url":"https://github.com/replicate/cog/releases/tag/v0.21.0-rc.3","title":"replicate/cog v0.21.0-rc.3","context":"replicate/cog","kind":{"key":"release","label":"Release"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-06-05T14:49:43+00:00","first_seen_at":"2026-06-06T01:49:54.629051+00:00","date_source":"source"},{"id":"d5b2b756-e275-4430-8bf9-fedac404599e","url":"https://onlylabs.fyi/signals/d5b2b756-e275-4430-8bf9-fedac404599e","source_url":"https://github.com/replicate/cog/releases/tag/v0.21.0-rc.2","title":"replicate/cog v0.21.0-rc.2","context":"replicate/cog","kind":{"key":"release","label":"Release"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-06-02T19:23:01+00:00","first_seen_at":"2026-06-06T01:49:54.629051+00:00","date_source":"source"},{"id":"ce05f875-fbe2-43c5-986c-64de8226525a","url":"https://onlylabs.fyi/signals/ce05f875-fbe2-43c5-986c-64de8226525a","source_url":"https://github.com/replicate/cog/releases/tag/v0.21.0-rc.1","title":"replicate/cog v0.21.0-rc.1","context":"replicate/cog","kind":{"key":"release","label":"Release"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-05-29T16:25:07+00:00","first_seen_at":"2026-06-06T01:49:54.629051+00:00","date_source":"source"},{"id":"f4ad7cb2-7191-43cb-8a05-6f4d748b5ef6","url":"https://onlylabs.fyi/signals/f4ad7cb2-7191-43cb-8a05-6f4d748b5ef6","source_url":"https://github.com/replicate/cog/releases/tag/v0.20.0","title":"replicate/cog v0.20.0","context":"replicate/cog","kind":{"key":"release","label":"Release"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-05-19T23:00:03+00:00","first_seen_at":"2026-06-06T01:49:54.629051+00:00","date_source":"source"},{"id":"e1f65ba4-9409-4e7a-8728-a7257fe48e53","url":"https://onlylabs.fyi/signals/e1f65ba4-9409-4e7a-8728-a7257fe48e53","source_url":"https://github.com/replicate/pget/releases/tag/v0.11.1","title":"replicate/pget v0.11.1","context":"replicate/pget","kind":{"key":"release","label":"Release"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-05-08T22:54:11+00:00","first_seen_at":"2026-06-06T01:49:54.629051+00:00","date_source":"source"}]}