{"schema_version":"onlylabs.public_signal.v1","title":"Fireworks AI Release: fw-ai/fireconnect v0.9.3","description":"Fireworks AI release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/3a665e88-dfa8-4270-9d16-db6b7ca4e188","json_url":"https://onlylabs.fyi/signals/3a665e88-dfa8-4270-9d16-db6b7ca4e188/signal.json","generated_at":"2026-08-28T16:51:33.995Z","evidence_latest_fetched_at":"2026-08-19T07:02:22.557589+00:00","signal_first_seen_at":"2026-08-19T07:00:47.803818+00:00","org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/fireworks-ai","dossier_json_url":"https://onlylabs.fyi/labs/fireworks-ai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/3a665e88-dfa8-4270-9d16-db6b7ca4e188","signal_json":"https://onlylabs.fyi/signals/3a665e88-dfa8-4270-9d16-db6b7ca4e188/signal.json","source":"https://github.com/fw-ai/fireconnect/releases/tag/v0.9.3","lab_dossier":"https://onlylabs.fyi/labs/fireworks-ai","lab_dossier_json":"https://onlylabs.fyi/labs/fireworks-ai/dossier.json","analysis":"https://onlylabs.fyi/analysis/fireworks-ai","analysis_json":"https://onlylabs.fyi/analysis/fireworks-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/fireworks-ai/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":"Fireworks AI published fw-ai/fireconnect v0.9.3 (fw-ai/fireconnect). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v0.9.3 — Anthropic+Fireworks Claude defaults, DeepSeek harness, demo Repository: fw-ai/fireconnect Tag: v0.9.3 Published: 2026-08-18T07:58:57Z Prerelease: no Release.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/fw-ai/fireconnect/releases/tag/v0.9.3","source_host":"github.com","occurred_at":"2026-08-18T07:58:57+00:00","first_seen_at":"2026-08-19T07:00:47.803818+00:00","date_source":"source","context":"fw-ai/fireconnect"},"context_markers":[{"label":"Lab","value":"Fireworks AI","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"fw-ai/fireconnect","source":"source"},{"label":"Release","value":"v0.9.3 — Anthropic+Fireworks Claude defaults, DeepSeek harness, demo","source":"source"},{"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://github.com/fw-ai/fireconnect/releases/tag/v0.9.3"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-08-19T07:02:22.557589+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/3a665e88-dfa8-4270-9d16-db6b7ca4e188/signal.json","dossier_json":"https://onlylabs.fyi/labs/fireworks-ai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/fireworks-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/fireworks-ai/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/3a665e88-dfa8-4270-9d16-db6b7ca4e188/signal.json","required":true},{"label":"source","url":"https://github.com/fw-ai/fireconnect/releases/tag/v0.9.3","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/fireworks-ai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/fireworks-ai/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 Fireworks AI's release signal \"fw-ai/fireconnect v0.9.3\" for neocloud strategy."},"semantic_triples":[{"subject":"Fireworks AI","predicate":"released","object":"fw-ai/fireconnect v0.9.3","text":"Fireworks AI released fw-ai/fireconnect v0.9.3."},{"subject":"fw-ai/fireconnect v0.9.3","predicate":"is classified as","object":"release signal","text":"fw-ai/fireconnect v0.9.3 is classified as release signal."},{"subject":"fw-ai/fireconnect v0.9.3","predicate":"belongs to","object":"releases desk","text":"fw-ai/fireconnect v0.9.3 belongs to releases desk."},{"subject":"fw-ai/fireconnect v0.9.3","predicate":"has context","object":"fw-ai/fireconnect","text":"fw-ai/fireconnect v0.9.3 has context fw-ai/fireconnect."},{"subject":"fw-ai/fireconnect v0.9.3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"fw-ai/fireconnect v0.9.3 has evidence coverage 1 captured evidence page."},{"subject":"fw-ai/fireconnect v0.9.3","predicate":"has captured page count","object":"1","text":"fw-ai/fireconnect v0.9.3 has captured page count 1."},{"subject":"fw-ai/fireconnect v0.9.3","predicate":"has readable page count","object":"1","text":"fw-ai/fireconnect v0.9.3 has readable page count 1."},{"subject":"fw-ai/fireconnect v0.9.3","predicate":"has related signal count","object":"6","text":"fw-ai/fireconnect v0.9.3 has related signal count 6."},{"subject":"fw-ai/fireconnect v0.9.3","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":"fw-ai/fireconnect v0.9.3 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"fw-ai/fireconnect v0.9.3","predicate":"has source host","object":"github.com","text":"fw-ai/fireconnect v0.9.3 has source host github.com."},{"subject":"fw-ai/fireconnect v0.9.3","predicate":"has lab","object":"Fireworks AI","text":"fw-ai/fireconnect v0.9.3 has lab Fireworks AI."},{"subject":"fw-ai/fireconnect v0.9.3","predicate":"has signal desk","object":"releases","text":"fw-ai/fireconnect v0.9.3 has signal desk releases."},{"subject":"fw-ai/fireconnect v0.9.3","predicate":"has source host","object":"github.com","text":"fw-ai/fireconnect v0.9.3 has source host github.com."},{"subject":"fw-ai/fireconnect v0.9.3","predicate":"has repository","object":"fw-ai/fireconnect","text":"fw-ai/fireconnect v0.9.3 has repository fw-ai/fireconnect."},{"subject":"fw-ai/fireconnect v0.9.3","predicate":"has release","object":"v0.9.3 — Anthropic+Fireworks Claude defaults, DeepSeek harness, demo","text":"fw-ai/fireconnect v0.9.3 has release v0.9.3 — Anthropic+Fireworks Claude defaults, DeepSeek harness, demo."},{"subject":"fw-ai/fireconnect v0.9.3","predicate":"has watch term","object":"Agents and tool use","text":"fw-ai/fireconnect v0.9.3 has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"releases","answer":"Fireworks AI published fw-ai/fireconnect v0.9.3 (fw-ai/fireconnect). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v0.9.3 — Anthropic+Fireworks Claude defaults, DeepSeek harness, demo Repository: fw-ai/fireconnect Tag: v0.9.3 Published: 2026-08-18T07:58:57Z Prerelease: no Release.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Fireworks AI","predicate":"released","object":"fw-ai/fireconnect v0.9.3","text":"Fireworks AI released fw-ai/fireconnect v0.9.3."},{"subject":"fw-ai/fireconnect v0.9.3","predicate":"is classified as","object":"release signal","text":"fw-ai/fireconnect v0.9.3 is classified as release signal."},{"subject":"fw-ai/fireconnect v0.9.3","predicate":"belongs to","object":"releases desk","text":"fw-ai/fireconnect v0.9.3 belongs to releases desk."},{"subject":"fw-ai/fireconnect v0.9.3","predicate":"has context","object":"fw-ai/fireconnect","text":"fw-ai/fireconnect v0.9.3 has context fw-ai/fireconnect."},{"subject":"fw-ai/fireconnect v0.9.3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"fw-ai/fireconnect v0.9.3 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"3a665e88-dfa8-4270-9d16-db6b7ca4e188","url":"https://onlylabs.fyi/signals/3a665e88-dfa8-4270-9d16-db6b7ca4e188","json_url":"https://onlylabs.fyi/signals/3a665e88-dfa8-4270-9d16-db6b7ca4e188/signal.json","source_url":"https://github.com/fw-ai/fireconnect/releases/tag/v0.9.3","title":"fw-ai/fireconnect v0.9.3","summary":"Fireworks AI published release notes. onlylabs watches releases for what actually shipped.","context":"fw-ai/fireconnect","kind":{"key":"release","label":"Release"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-08-18T07:58:57+00:00","first_seen_at":"2026-08-19T07:00:47.803818+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/fw-ai/fireconnect/releases/tag/v0.9.3"]},"facets":{"repo":"fw-ai/fireconnect"},"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/fw-ai/fireconnect/releases/tag/v0.9.3","final_url":"https://github.com/fw-ai/fireconnect/releases/tag/v0.9.3","title":"fw-ai/fireconnect v0.9.3","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-08-19T07:02:22.557589+00:00","bytes":3129,"raw_path":"e7f920054631800f57ac85da5b33386e75eaf0b978af28946b7f4e49d5b0a008.json","content_hash":"e2cdf548938a869c2ea9d5d35b470cdddef5cf0c32098ee350c584f412793796","excerpt_chars":1200,"truncated":false,"excerpt":"v0.9.3 — Anthropic+Fireworks Claude defaults, DeepSeek harness, demo Repository: fw-ai/fireconnect Tag: v0.9.3 Published: 2026-08-18T07:58:57Z Prerelease: no Release notes: Highlights - **New Claude Code defaults:** Sonnet on Anthropic's own model, Opus on `deepseek-pro-latest`, Haiku and subagents on `deepseek-flash-latest`. 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