{"schema_version":"onlylabs.public_signal.v1","title":"Replicate Writing: Run Stable Diffusion with an API","description":"Replicate writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/f98bb8f8-51b6-4221-81df-2f77290d5bc8","json_url":"https://onlylabs.fyi/signals/f98bb8f8-51b6-4221-81df-2f77290d5bc8/signal.json","generated_at":"2026-06-07T21:17:19.990068+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/f98bb8f8-51b6-4221-81df-2f77290d5bc8","signal_json":"https://onlylabs.fyi/signals/f98bb8f8-51b6-4221-81df-2f77290d5bc8/signal.json","source":"https://replicate.com/blog/run-stable-diffusion-with-an-api","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/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Replicate published Run Stable Diffusion with an API. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Run Stable Diffusion with an API – Replicate blog Replicate Blog Run Stable Diffusion with an API Posted August 29, 2022 by zeke The neat thing about Stable Diffusion.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","signal_desk":"talking","source_context":{"source_url":"https://replicate.com/blog/run-stable-diffusion-with-an-api","source_host":"replicate.com","occurred_at":"2022-08-29T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:10.415923+00:00","date_source":"rss.item_date","context":null},"context_markers":[{"label":"Lab","value":"Replicate","source":"signal"},{"label":"Signal desk","value":"talking","source":"signal"},{"label":"Source host","value":"replicate.com","source":"source"},{"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://replicate.com/blog/run-stable-diffusion-with-an-api"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-07T21:17:19.990068+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/f98bb8f8-51b6-4221-81df-2f77290d5bc8/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/talking/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/talking/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 public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","evidence_focus":["post title","source URL","captured page text","HN traction","linked model or paper references","publication date"],"extraction_questions":["Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Which writing reframes a recent release, model, hiring wave, or policy stance?","Which posts mention data, evals, infrastructure, safety, or deployment workflows?"],"signal_questions":["What public theme, launch framing, or research direction does this writing signal expose?","Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Do the 6 related writing signals show a repeated pattern?"],"output_fields":["org","theme","public_framing","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/f98bb8f8-51b6-4221-81df-2f77290d5bc8/signal.json","required":true},{"label":"source","url":"https://replicate.com/blog/run-stable-diffusion-with-an-api","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/talking/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 writing signal \"Run Stable Diffusion with an API\" for neocloud strategy."},"semantic_triples":[{"subject":"Replicate","predicate":"published","object":"Run Stable Diffusion with an API","text":"Replicate published Run Stable Diffusion with an API."},{"subject":"Run Stable Diffusion with an API","predicate":"is classified as","object":"writing signal","text":"Run Stable Diffusion with an API is classified as writing signal."},{"subject":"Run Stable Diffusion with an API","predicate":"belongs to","object":"talking desk","text":"Run Stable Diffusion with an API belongs to talking desk."},{"subject":"Run Stable Diffusion with an API","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Run Stable Diffusion with an API has evidence coverage 1 captured evidence page."},{"subject":"Run Stable Diffusion with an API","predicate":"has captured page count","object":"1","text":"Run Stable Diffusion with an API has captured page count 1."},{"subject":"Run Stable Diffusion with an API","predicate":"has readable page count","object":"1","text":"Run Stable Diffusion with an API has readable page count 1."},{"subject":"Run Stable Diffusion with an API","predicate":"has related signal count","object":"6","text":"Run Stable Diffusion with an API has related signal count 6."},{"subject":"Run Stable Diffusion with an API","predicate":"has analysis playbook objective","object":"Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","text":"Run Stable Diffusion with an API has analysis playbook objective Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.."},{"subject":"Run Stable Diffusion with an API","predicate":"has source host","object":"replicate.com","text":"Run Stable Diffusion with an API has source host replicate.com."},{"subject":"Run Stable Diffusion with an API","predicate":"has lab","object":"Replicate","text":"Run Stable Diffusion with an API has lab Replicate."},{"subject":"Run Stable Diffusion with an API","predicate":"has signal desk","object":"talking","text":"Run Stable Diffusion with an API has signal desk talking."},{"subject":"Run Stable Diffusion with an API","predicate":"has source host","object":"replicate.com","text":"Run Stable Diffusion with an API has source host replicate.com."},{"subject":"Run Stable Diffusion with an API","predicate":"has watch term","object":"Infrastructure","text":"Run Stable Diffusion with an API has watch term Infrastructure."}]},"intelligence":{"signal_desk":"talking","answer":"Replicate published Run Stable Diffusion with an API. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Run Stable Diffusion with an API – Replicate blog Replicate Blog Run Stable Diffusion with an API Posted August 29, 2022 by zeke The neat thing about Stable Diffusion.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"Replicate","predicate":"published","object":"Run Stable Diffusion with an API","text":"Replicate published Run Stable Diffusion with an API."},{"subject":"Run Stable Diffusion with an API","predicate":"is classified as","object":"writing signal","text":"Run Stable Diffusion with an API is classified as writing signal."},{"subject":"Run Stable Diffusion with an API","predicate":"belongs to","object":"talking desk","text":"Run Stable Diffusion with an API belongs to talking desk."},{"subject":"Run Stable Diffusion with an API","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Run Stable Diffusion with an API has evidence coverage 1 captured evidence page."}]},"signal":{"id":"f98bb8f8-51b6-4221-81df-2f77290d5bc8","url":"https://onlylabs.fyi/signals/f98bb8f8-51b6-4221-81df-2f77290d5bc8","json_url":"https://onlylabs.fyi/signals/f98bb8f8-51b6-4221-81df-2f77290d5bc8/signal.json","source_url":"https://replicate.com/blog/run-stable-diffusion-with-an-api","title":"Run Stable Diffusion with an API","summary":"Replicate published a writing signal. onlylabs watches public writing for research themes, product direction, and model-launch context.","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2022-08-29T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:10.415923+00:00","date_source":"rss.item_date","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://replicate.com/blog/run-stable-diffusion-with-an-api"]},"facets":{},"traction":{"github_stars":null,"hn_points":2,"hn_comments":0,"hn_story_id":"32753074","hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://replicate.com/blog/run-stable-diffusion-with-an-api","final_url":"https://replicate.com/blog/run-stable-diffusion-with-an-api","title":"Run Stable Diffusion with an API","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-07T21:17:19.990068+00:00","bytes":28304,"raw_path":"7135ee5eab1c5be3131a0dfcff42565d827c654244ff2115ac8ac6e4d5d0cf61.html","content_hash":"a2d62b0514f08dea543db8ba854a0ce07abb6736554e925f132322ece3c080cf","excerpt_chars":1200,"truncated":true,"excerpt":"Run Stable Diffusion with an API – Replicate blog Replicate Blog Run Stable Diffusion with an API Posted August 29, 2022 by zeke The neat thing about Stable Diffusion being open source is that you can modify it and build things with it. Photoshop plugins , bots , animations , fixing human foibles , all sorts. But, if you want to integrate it into an app or a project, you need to set it up with GPUs and put an API in front of it. And the GPUs are expensive so you don’t want to leave them switched on all the time. Replicate lets you run machine learning models from your own code without having to set up any infrastructure. In this post, we’ll show you how to use it to run Stable Diffusion. Install the Python library We maintain an open-source Python client for the API. Install it with pip: Copy pip install replicate There’s also a community-maintained Node.js/JavaScript library. See replicate-js on GitHub. Authenticate Sign up for Replicate , then you can find your API token on your account page . Set your token in an environment variable in your terminal shell: Copy export REPLICATE_API_TOKEN =< token > You’ll be able to use the API for free for a bit, but eventually we’ll ask you..."},"evidence_pages":[{"url":"https://replicate.com/blog/run-stable-diffusion-with-an-api","final_url":"https://replicate.com/blog/run-stable-diffusion-with-an-api","title":"Run Stable Diffusion with an API","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-07T21:17:19.990068+00:00","bytes":28304,"raw_path":"7135ee5eab1c5be3131a0dfcff42565d827c654244ff2115ac8ac6e4d5d0cf61.html","content_hash":"a2d62b0514f08dea543db8ba854a0ce07abb6736554e925f132322ece3c080cf","excerpt_chars":1200,"truncated":true,"excerpt":"Run Stable Diffusion with an API – Replicate blog Replicate Blog Run Stable Diffusion with an API Posted August 29, 2022 by zeke The neat thing about Stable Diffusion being open source is that you can modify it and build things with it. Photoshop plugins , bots , animations , fixing human foibles , all sorts. But, if you want to integrate it into an app or a project, you need to set it up with GPUs and put an API in front of it. And the GPUs are expensive so you don’t want to leave them switched on all the time. Replicate lets you run machine learning models from your own code without having to set up any infrastructure. In this post, we’ll show you how to use it to run Stable Diffusion. Install the Python library We maintain an open-source Python client for the API. Install it with pip: Copy pip install replicate There’s also a community-maintained Node.js/JavaScript library. See replicate-js on GitHub. Authenticate Sign up for Replicate , then you can find your API token on your account page . Set your token in an environment variable in your terminal shell: Copy export REPLICATE_API_TOKEN =< token > You’ll be able to use the API for free for a bit, but eventually we’ll ask you..."}],"related_signals":[{"id":"d6e8d53e-0828-4603-8c02-de9ddc8bb0f3","url":"https://onlylabs.fyi/signals/d6e8d53e-0828-4603-8c02-de9ddc8bb0f3","source_url":"https://replicate.com/blog/grok-imagine","title":"How to prompt Grok Imagine Video 1.5","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-05-21T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:10.415923+00:00","date_source":"rss.item_date"},{"id":"0e34b741-f8ae-4be3-ad69-15d851d6d977","url":"https://onlylabs.fyi/signals/0e34b741-f8ae-4be3-ad69-15d851d6d977","source_url":"https://replicate.com/blog/seedance-2","title":"How to make remarkable videos with Seedance 2.0","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-04-15T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:10.415923+00:00","date_source":"rss.item_date"},{"id":"0e40f2b5-8bdf-4299-a1a4-2d6775485512","url":"https://onlylabs.fyi/signals/0e40f2b5-8bdf-4299-a1a4-2d6775485512","source_url":"https://replicate.com/blog/how-to-prompt-seedream-5","title":"How to prompt Seedream 5.0","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-02-24T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:10.415923+00:00","date_source":"rss.item_date"},{"id":"f8e5c783-40af-4053-9996-6c859024e782","url":"https://onlylabs.fyi/signals/f8e5c783-40af-4053-9996-6c859024e782","source_url":"https://replicate.com/blog/recraft-v4","title":"Recraft V4: image generation with design taste","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-02-18T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:10.415923+00:00","date_source":"rss.item_date"},{"id":"1e85c73e-e6ef-4abd-815f-1f3ead0721e2","url":"https://onlylabs.fyi/signals/1e85c73e-e6ef-4abd-815f-1f3ead0721e2","source_url":"https://replicate.com/blog/isaac-01","title":"Run Isaac 0.1 on Replicate","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2025-11-26T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:10.415923+00:00","date_source":"rss.item_date"},{"id":"a9d0fd6c-269f-4086-9ca0-c8831c773577","url":"https://onlylabs.fyi/signals/a9d0fd6c-269f-4086-9ca0-c8831c773577","source_url":"https://replicate.com/blog/run-flux-2-on-replicate","title":"Run FLUX.2 on Replicate","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2025-11-25T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:10.415923+00:00","date_source":"rss.item_date"}]}