{"schema_version":"onlylabs.public_signal.v1","title":"Arcee AI Writing: Arcee Partners With Bolt On Forge","description":"Arcee AI writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/5b4033fa-4914-403f-84d8-338301ca26a1","json_url":"https://onlylabs.fyi/signals/5b4033fa-4914-403f-84d8-338301ca26a1/signal.json","generated_at":"2026-10-12T19:44:07.330Z","evidence_latest_fetched_at":"2026-09-14T20:01:56.249452+00:00","signal_first_seen_at":"2026-09-14T20:00:53.513789+00:00","org":{"slug":"arcee","name":"Arcee AI","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/arcee","dossier_json_url":"https://onlylabs.fyi/labs/arcee/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/5b4033fa-4914-403f-84d8-338301ca26a1","signal_json":"https://onlylabs.fyi/signals/5b4033fa-4914-403f-84d8-338301ca26a1/signal.json","source":"https://www.arcee.ai/blog/arcee-partners-with-bolt-on-forge","lab_dossier":"https://onlylabs.fyi/labs/arcee","lab_dossier_json":"https://onlylabs.fyi/labs/arcee/dossier.json","analysis":"https://onlylabs.fyi/analysis/arcee","analysis_json":"https://onlylabs.fyi/analysis/arcee/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/arcee/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":"https://onlylabs.fyi/topics/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"Arcee AI published Arcee Partners With Bolt On Forge. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Partnership announcement, not model release. · Arcee Partners with Bolt on Forge | Arcee AI | Building Open Intelligence Arcee Partners with Bolt on Forge Arcee Partners with Bolt on Forge T The Arcee AI Team 2 min.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","signal_desk":"talking","source_context":{"source_url":"https://www.arcee.ai/blog/arcee-partners-with-bolt-on-forge","source_host":"arcee.ai","occurred_at":"2026-09-14T20:00:41+00:00","first_seen_at":"2026-09-14T20:00:53.513789+00:00","date_source":"sitemap.lastmod","context":null},"context_markers":[{"label":"Lab","value":"Arcee AI","source":"signal"},{"label":"Signal desk","value":"talking","source":"signal"},{"label":"Source host","value":"arcee.ai","source":"source"},{"label":"Notability","value":"Partnership announcement, not model release.","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","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://www.arcee.ai/blog/arcee-partners-with-bolt-on-forge"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-09-14T20:01:56.249452+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/5b4033fa-4914-403f-84d8-338301ca26a1/signal.json","dossier_json":"https://onlylabs.fyi/labs/arcee/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/arcee/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/arcee/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neolab","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","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/5b4033fa-4914-403f-84d8-338301ca26a1/signal.json","required":true},{"label":"source","url":"https://www.arcee.ai/blog/arcee-partners-with-bolt-on-forge","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/arcee/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/arcee/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/talking/signals.json?category=neolab","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 Arcee AI's writing signal \"Arcee Partners With Bolt On Forge\" for neolab strategy."},"semantic_triples":[{"subject":"Arcee AI","predicate":"published","object":"Arcee Partners With Bolt On Forge","text":"Arcee AI published Arcee Partners With Bolt On Forge."},{"subject":"Arcee Partners With Bolt On Forge","predicate":"is classified as","object":"writing signal","text":"Arcee Partners With Bolt On Forge is classified as writing signal."},{"subject":"Arcee Partners With Bolt On Forge","predicate":"belongs to","object":"talking desk","text":"Arcee Partners With Bolt On Forge belongs to talking desk."},{"subject":"Arcee Partners With Bolt On Forge","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Arcee Partners With Bolt On Forge has evidence coverage 1 captured evidence page."},{"subject":"Arcee Partners With Bolt On Forge","predicate":"has captured page count","object":"1","text":"Arcee Partners With Bolt On Forge has captured page count 1."},{"subject":"Arcee Partners With Bolt On Forge","predicate":"has readable page count","object":"1","text":"Arcee Partners With Bolt On Forge has readable page count 1."},{"subject":"Arcee Partners With Bolt On Forge","predicate":"has related signal count","object":"6","text":"Arcee Partners With Bolt On Forge has related signal count 6."},{"subject":"Arcee Partners With Bolt On Forge","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":"Arcee Partners With Bolt On Forge 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":"Arcee Partners With Bolt On Forge","predicate":"has source host","object":"arcee.ai","text":"Arcee Partners With Bolt On Forge has source host arcee.ai."},{"subject":"Arcee Partners With Bolt On Forge","predicate":"has lab","object":"Arcee AI","text":"Arcee Partners With Bolt On Forge has lab Arcee AI."},{"subject":"Arcee Partners With Bolt On Forge","predicate":"has signal desk","object":"talking","text":"Arcee Partners With Bolt On Forge has signal desk talking."},{"subject":"Arcee Partners With Bolt On Forge","predicate":"has source host","object":"arcee.ai","text":"Arcee Partners With Bolt On Forge has source host arcee.ai."},{"subject":"Arcee Partners With Bolt On Forge","predicate":"has notability","object":"Partnership announcement, not model release.","text":"Arcee Partners With Bolt On Forge has notability Partnership announcement, not model release.."},{"subject":"Arcee Partners With Bolt On Forge","predicate":"has watch term","object":"Eval methodology","text":"Arcee Partners With Bolt On Forge has watch term Eval methodology."},{"subject":"Arcee Partners With Bolt On Forge","predicate":"has watch term","object":"Model card","text":"Arcee Partners With Bolt On Forge has watch term Model card."},{"subject":"Arcee Partners With Bolt On Forge","predicate":"has watch term","object":"Infrastructure","text":"Arcee Partners With Bolt On Forge has watch term Infrastructure."},{"subject":"Arcee Partners With Bolt On Forge","predicate":"has watch term","object":"Agents and tool use","text":"Arcee Partners With Bolt On Forge has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"talking","answer":"Arcee AI published Arcee Partners With Bolt On Forge. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Partnership announcement, not model release. · Arcee Partners with Bolt on Forge | Arcee AI | Building Open Intelligence Arcee Partners with Bolt on Forge Arcee Partners with Bolt on Forge T The Arcee AI Team 2 min.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"Arcee AI","predicate":"published","object":"Arcee Partners With Bolt On Forge","text":"Arcee AI published Arcee Partners With Bolt On Forge."},{"subject":"Arcee Partners With Bolt On Forge","predicate":"is classified as","object":"writing signal","text":"Arcee Partners With Bolt On Forge is classified as writing signal."},{"subject":"Arcee Partners With Bolt On Forge","predicate":"belongs to","object":"talking desk","text":"Arcee Partners With Bolt On Forge belongs to talking desk."},{"subject":"Arcee Partners With Bolt On Forge","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Arcee Partners With Bolt On Forge has evidence coverage 1 captured evidence page."}]},"signal":{"id":"5b4033fa-4914-403f-84d8-338301ca26a1","url":"https://onlylabs.fyi/signals/5b4033fa-4914-403f-84d8-338301ca26a1","json_url":"https://onlylabs.fyi/signals/5b4033fa-4914-403f-84d8-338301ca26a1/signal.json","source_url":"https://www.arcee.ai/blog/arcee-partners-with-bolt-on-forge","title":"Arcee Partners With Bolt On Forge","summary":"Arcee AI 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":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2026-09-14T20:00:41+00:00","first_seen_at":"2026-09-14T20:00:53.513789+00:00","date_source":"sitemap.lastmod","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://www.arcee.ai/blog/arcee-partners-with-bolt-on-forge"]},"facets":{},"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://www.arcee.ai/blog/arcee-partners-with-bolt-on-forge","final_url":"https://www.arcee.ai/blog/arcee-partners-with-bolt-on-forge","title":"Arcee Partners With Bolt On Forge","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-09-14T20:01:56.249452+00:00","bytes":280618,"raw_path":"ef71f6c754656a731fc9d3f2157ef1f1f177ed529fcc29df7b3a8ee888b9db07.html","content_hash":"3931bfb4acd222af9b091fe1541919bbe4ab74bed99feaef717e70571ee244ec","excerpt_chars":1200,"truncated":true,"excerpt":"Arcee Partners with Bolt on Forge | Arcee AI | Building Open Intelligence Arcee Partners with Bolt on Forge Arcee Partners with Bolt on Forge T The Arcee AI Team 2 min read • Sep 14, 2026 Partnerships Arcee partners with Bolt to connect real development workflows to inform training and evaluation of future open-weight models. Arcee is partnering with Bolt on Forge , a new research preview that connects real development work with the training and evaluation of future open weight models. Starting September 14, 2026, eligible Bolt users who opt into Forge will receive 50x more usage on selected open models. The preview will run for one month, with limited availability. At Arcee, we build open weight models that companies and developers can run, adapt, and deploy on their own terms. Forge gives us an opportunity to improve those models using signals from the way people actually build software. A finished application only shows the result. The journey to get there contains the original idea, the model’s first attempt, the corrections that follow, and the series of decisions that eventually produced something useful. These sessions can help us understand where the models struggle, how..."},"evidence_pages":[],"related_signals":[{"id":"8740442d-7a63-4589-9a99-3e015584b622","url":"https://onlylabs.fyi/signals/8740442d-7a63-4589-9a99-3e015584b622","source_url":"https://www.arcee.ai/blog/arcee-ai-raises-series-b-to-build-the-future-of-american-open-models","title":"Arcee Ai Raises Series B To Build The Future Of American Open Models","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2026-09-16T14:25:24+00:00","first_seen_at":"2026-09-18T20:00:53.684221+00:00","date_source":"sitemap.lastmod"},{"id":"dbf8289e-0ed1-4066-9b09-43107204bbd2","url":"https://onlylabs.fyi/signals/dbf8289e-0ed1-4066-9b09-43107204bbd2","source_url":"https://www.arcee.ai/blog/open-models-api-beta","title":"Open Models Api Beta","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2026-08-13T17:25:38+00:00","first_seen_at":"2026-08-14T00:00:51.775142+00:00","date_source":"sitemap.lastmod"},{"id":"4b24c471-7be2-4cfa-8e7d-55832af8f0d9","url":"https://onlylabs.fyi/signals/4b24c471-7be2-4cfa-8e7d-55832af8f0d9","source_url":"https://www.arcee.ai/blog/nac","title":"Nac","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2026-08-13T17:05:49+00:00","first_seen_at":"2026-08-14T00:00:51.775142+00:00","date_source":"sitemap.lastmod"},{"id":"78fc4512-773f-41a7-832b-dbf35814b77d","url":"https://onlylabs.fyi/signals/78fc4512-773f-41a7-832b-dbf35814b77d","source_url":"https://www.arcee.ai/blog/teaching-an-open-model-to-do-science","title":"Teaching An Open Model To Do Science","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2026-07-30T16:15:08+00:00","first_seen_at":"2026-07-30T16:01:44.124997+00:00","date_source":"sitemap.lastmod"},{"id":"2ed01ae7-ab83-4fa8-bd21-919af7373a3d","url":"https://onlylabs.fyi/signals/2ed01ae7-ab83-4fa8-bd21-919af7373a3d","source_url":"https://www.arcee.ai/blog/how-to-use-hermes-agent-with-trinity-large-thinking","title":"How To Use Hermes Agent With Trinity Large Thinking","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2026-04-03T00:00:00.000Z","first_seen_at":"2026-06-26T20:26:30.835475+00:00","date_source":"page.visible_date"},{"id":"8b185802-ad79-4329-bfbd-7783b6ddf26c","url":"https://onlylabs.fyi/signals/8b185802-ad79-4329-bfbd-7783b6ddf26c","source_url":"https://www.arcee.ai/blog/trinity-large-thinking","title":"Trinity Large Thinking","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2026-04-01T00:00:00.000Z","first_seen_at":"2026-06-26T20:26:30.835475+00:00","date_source":"page.visible_date"}]}