{"schema_version":"onlylabs.public_signal.v1","title":"Fireworks AI Release: fw-ai/fireconnect v0.9.8","description":"Fireworks AI release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/8ef3497c-ca30-4b82-87e0-39745d806672","json_url":"https://onlylabs.fyi/signals/8ef3497c-ca30-4b82-87e0-39745d806672/signal.json","generated_at":"2026-10-12T17:31:15.629Z","evidence_latest_fetched_at":"2026-10-05T07:03:25.496189+00:00","signal_first_seen_at":"2026-10-05T07:00:50.129305+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/8ef3497c-ca30-4b82-87e0-39745d806672","signal_json":"https://onlylabs.fyi/signals/8ef3497c-ca30-4b82-87e0-39745d806672/signal.json","source":"https://github.com/fw-ai/fireconnect/releases/tag/v0.9.8","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 v0.9.8 (fw-ai/fireconnect). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v0.9.8 — Claude Desktop on Fireworks, Claude tier pins, FireRouter OpenAI BYOK Repository: fw-ai/fireconnect Tag: v0.9.8 Published: 2026-10-05T00:32:20Z Prerelease: no.... 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/v0.9.8","source_host":"github.com","occurred_at":"2026-10-05T00:32:20+00:00","first_seen_at":"2026-10-05T07:00:50.129305+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":"v0.9.8 — Claude Desktop on Fireworks, Claude tier pins, FireRouter OpenAI BYOK","source":"source"},{"label":"Watch term","value":"Safety and alignment","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://github.com/fw-ai/fireconnect/releases/tag/v0.9.8"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-10-05T07:03:25.496189+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/8ef3497c-ca30-4b82-87e0-39745d806672/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/8ef3497c-ca30-4b82-87e0-39745d806672/signal.json","required":true},{"label":"source","url":"https://github.com/fw-ai/fireconnect/releases/tag/v0.9.8","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 v0.9.8\" for neocloud strategy."},"semantic_triples":[{"subject":"Fireworks AI","predicate":"released","object":"fw-ai/fireconnect v0.9.8","text":"Fireworks AI released fw-ai/fireconnect v0.9.8."},{"subject":"fw-ai/fireconnect v0.9.8","predicate":"is classified as","object":"release signal","text":"fw-ai/fireconnect v0.9.8 is classified as release signal."},{"subject":"fw-ai/fireconnect v0.9.8","predicate":"belongs to","object":"releases desk","text":"fw-ai/fireconnect v0.9.8 belongs to releases desk."},{"subject":"fw-ai/fireconnect v0.9.8","predicate":"has context","object":"fw-ai/fireconnect","text":"fw-ai/fireconnect v0.9.8 has context fw-ai/fireconnect."},{"subject":"fw-ai/fireconnect v0.9.8","predicate":"has evidence coverage","object":"1 captured evidence page","text":"fw-ai/fireconnect v0.9.8 has evidence coverage 1 captured evidence page."},{"subject":"fw-ai/fireconnect v0.9.8","predicate":"has captured page count","object":"1","text":"fw-ai/fireconnect v0.9.8 has captured page count 1."},{"subject":"fw-ai/fireconnect v0.9.8","predicate":"has readable page count","object":"1","text":"fw-ai/fireconnect v0.9.8 has readable page count 1."},{"subject":"fw-ai/fireconnect v0.9.8","predicate":"has related signal count","object":"6","text":"fw-ai/fireconnect v0.9.8 has related signal count 6."},{"subject":"fw-ai/fireconnect v0.9.8","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 v0.9.8 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 v0.9.8","predicate":"has source host","object":"github.com","text":"fw-ai/fireconnect v0.9.8 has source host github.com."},{"subject":"fw-ai/fireconnect v0.9.8","predicate":"has lab","object":"Fireworks AI","text":"fw-ai/fireconnect v0.9.8 has lab Fireworks AI."},{"subject":"fw-ai/fireconnect v0.9.8","predicate":"has signal desk","object":"releases","text":"fw-ai/fireconnect v0.9.8 has signal desk releases."},{"subject":"fw-ai/fireconnect v0.9.8","predicate":"has source host","object":"github.com","text":"fw-ai/fireconnect v0.9.8 has source host github.com."},{"subject":"fw-ai/fireconnect v0.9.8","predicate":"has repository","object":"fw-ai/fireconnect","text":"fw-ai/fireconnect v0.9.8 has repository fw-ai/fireconnect."},{"subject":"fw-ai/fireconnect v0.9.8","predicate":"has release","object":"v0.9.8 — Claude Desktop on Fireworks, Claude tier pins, FireRouter OpenAI BYOK","text":"fw-ai/fireconnect v0.9.8 has release v0.9.8 — Claude Desktop on Fireworks, Claude tier pins, FireRouter OpenAI BYOK."},{"subject":"fw-ai/fireconnect v0.9.8","predicate":"has watch term","object":"Safety and alignment","text":"fw-ai/fireconnect v0.9.8 has watch term Safety and alignment."},{"subject":"fw-ai/fireconnect v0.9.8","predicate":"has watch term","object":"Agents and tool use","text":"fw-ai/fireconnect v0.9.8 has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"releases","answer":"Fireworks AI published fw-ai/fireconnect v0.9.8 (fw-ai/fireconnect). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v0.9.8 — Claude Desktop on Fireworks, Claude tier pins, FireRouter OpenAI BYOK Repository: fw-ai/fireconnect Tag: v0.9.8 Published: 2026-10-05T00:32:20Z Prerelease: no.... 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 v0.9.8","text":"Fireworks AI released fw-ai/fireconnect v0.9.8."},{"subject":"fw-ai/fireconnect v0.9.8","predicate":"is classified as","object":"release signal","text":"fw-ai/fireconnect v0.9.8 is classified as release signal."},{"subject":"fw-ai/fireconnect v0.9.8","predicate":"belongs to","object":"releases desk","text":"fw-ai/fireconnect v0.9.8 belongs to releases desk."},{"subject":"fw-ai/fireconnect v0.9.8","predicate":"has context","object":"fw-ai/fireconnect","text":"fw-ai/fireconnect v0.9.8 has context fw-ai/fireconnect."},{"subject":"fw-ai/fireconnect v0.9.8","predicate":"has evidence coverage","object":"1 captured evidence page","text":"fw-ai/fireconnect v0.9.8 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"8ef3497c-ca30-4b82-87e0-39745d806672","url":"https://onlylabs.fyi/signals/8ef3497c-ca30-4b82-87e0-39745d806672","json_url":"https://onlylabs.fyi/signals/8ef3497c-ca30-4b82-87e0-39745d806672/signal.json","source_url":"https://github.com/fw-ai/fireconnect/releases/tag/v0.9.8","title":"fw-ai/fireconnect v0.9.8","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":"2026-10-05T00:32:20+00:00","first_seen_at":"2026-10-05T07:00:50.129305+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/v0.9.8"]},"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/v0.9.8","final_url":"https://github.com/fw-ai/fireconnect/releases/tag/v0.9.8","title":"fw-ai/fireconnect v0.9.8","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-10-05T07:03:25.496189+00:00","bytes":4791,"raw_path":"b09cb8b91ee52936dc3895e8d9eeb8c22a05806fdea11083d328db8ce834e241.json","content_hash":"fc82c1cbec7c7052fb3b4878a965b0d3ec8d04e8ae3d1553a13dbe6233f4b644","excerpt_chars":1200,"truncated":true,"excerpt":"v0.9.8 — Claude Desktop on Fireworks, Claude tier pins, FireRouter OpenAI BYOK Repository: fw-ai/fireconnect Tag: v0.9.8 Published: 2026-10-05T00:32:20Z Prerelease: no Release notes: Highlights - **Claude Desktop runs on Fireworks.** On macOS, `fireconnect claude-desktop on` routes Chat, Cowork, and Code through Fireworks, starting on `auto`. Bring your connectors along with `fireconnect claude-desktop mcp sync`, and `off` puts your previous setup back exactly as it was. - **Pin Claude Code tiers again.** Keep Claude as your main model and hand subagents to an open model: `fireconnect claude --sonnet deepseek-flash-latest --subagent deepseek-flash-latest`. Re-running `on` keeps your pins, and `native` releases a slot. - **FireRouter can reach OpenAI's frontier models.** Save your key once with `fireconnect configure --openai-api-key sk-...`. It rides along only on FireRouter picks and is never required. Cursor, Copilot, and DeepSeek Harness can now pick plain `firerouter` too. - **New Anthropic and OpenAI models show real dollars as soon as models.dev lists them.** The status line, `fireconnect claude status`, and demo estimates read a cached price snapshot, so a model launch no..."},"evidence_pages":[],"related_signals":[{"id":"e447c0bf-e054-4b2f-830d-ab588675b81f","url":"https://onlylabs.fyi/signals/e447c0bf-e054-4b2f-830d-ab588675b81f","source_url":"https://github.com/fw-ai/cookbook/releases/tag/cookbook-v2026.10.09.1","title":"fw-ai/cookbook cookbook-v2026.10.09.1","context":"fw-ai/cookbook","kind":{"key":"release","label":"Release"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-10-09T18:04:19+00:00","first_seen_at":"2026-10-10T07:00:51.870586+00:00","date_source":"source"},{"id":"8476ddf7-e517-4dcf-b3a9-6629c0d7b472","url":"https://onlylabs.fyi/signals/8476ddf7-e517-4dcf-b3a9-6629c0d7b472","source_url":"https://github.com/fw-ai/cookbook/releases/tag/cookbook-v2026.09.26.1","title":"fw-ai/cookbook cookbook-v2026.09.26.1","context":"fw-ai/cookbook","kind":{"key":"release","label":"Release"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-09-26T23:45:38+00:00","first_seen_at":"2026-09-27T07:00:48.563819+00:00","date_source":"source"},{"id":"52c3f0fb-8dbb-49af-8cb9-12fdcd40d8cf","url":"https://onlylabs.fyi/signals/52c3f0fb-8dbb-49af-8cb9-12fdcd40d8cf","source_url":"https://github.com/fw-ai/cookbook/releases/tag/cookbook-v2026.09.23.1","title":"fw-ai/cookbook cookbook-v2026.09.23.1","context":"fw-ai/cookbook","kind":{"key":"release","label":"Release"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-09-23T07:37:48+00:00","first_seen_at":"2026-09-24T07:00:49.045474+00:00","date_source":"source"},{"id":"7b1a53b3-1969-4836-97a5-e427a3ca68ae","url":"https://onlylabs.fyi/signals/7b1a53b3-1969-4836-97a5-e427a3ca68ae","source_url":"https://github.com/fw-ai/cookbook/releases/tag/cookbook-v2026.09.22.1","title":"fw-ai/cookbook cookbook-v2026.09.22.1","context":"fw-ai/cookbook","kind":{"key":"release","label":"Release"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-09-22T22:36:10+00:00","first_seen_at":"2026-09-23T07:00:49.953172+00:00","date_source":"source"},{"id":"5e0ef781-0f8a-48fd-aa87-aef6c3234076","url":"https://onlylabs.fyi/signals/5e0ef781-0f8a-48fd-aa87-aef6c3234076","source_url":"https://github.com/fw-ai/cookbook/releases/tag/cookbook-v2026.09.21.1","title":"fw-ai/cookbook cookbook-v2026.09.21.1","context":"fw-ai/cookbook","kind":{"key":"release","label":"Release"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-09-21T17:31:46+00:00","first_seen_at":"2026-09-22T07:00:50.000148+00:00","date_source":"source"},{"id":"4c7641b7-12fe-471a-9f96-3a864b3a1e06","url":"https://onlylabs.fyi/signals/4c7641b7-12fe-471a-9f96-3a864b3a1e06","source_url":"https://github.com/fw-ai/fireconnect/releases/tag/v0.9.7","title":"fw-ai/fireconnect v0.9.7","context":"fw-ai/fireconnect","kind":{"key":"release","label":"Release"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-09-21T07:45:30+00:00","first_seen_at":"2026-09-22T07:00:50.000148+00:00","date_source":"source"}]}