{"schema_version":"onlylabs.public_signal.v1","title":"Fireworks AI Fork: fw-ai/KAI-Scheduler","description":"Fireworks AI fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/300e8987-26c5-4803-a9e5-fd1665548558","json_url":"https://onlylabs.fyi/signals/300e8987-26c5-4803-a9e5-fd1665548558/signal.json","generated_at":"2026-10-12T20:57:07.476Z","evidence_latest_fetched_at":"2026-09-23T07:03:13.577015+00:00","signal_first_seen_at":"2026-09-23T07:00:49.953172+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/300e8987-26c5-4803-a9e5-fd1665548558","signal_json":"https://onlylabs.fyi/signals/300e8987-26c5-4803-a9e5-fd1665548558/signal.json","source":"https://github.com/fw-ai/KAI-Scheduler","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/forks","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Fireworks AI forked fw-ai/KAI-Scheduler (forked from kai-scheduler/KAI-Scheduler). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo fw-ai/KAI-Scheduler · parent kai-scheduler/KAI-Scheduler. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","signal_desk":"forks","source_context":{"source_url":"https://github.com/fw-ai/KAI-Scheduler","source_host":"github.com","occurred_at":"2026-09-22T22:46:48+00:00","first_seen_at":"2026-09-23T07:00:49.953172+00:00","date_source":"source","context":"forked from kai-scheduler/KAI-Scheduler"},"context_markers":[{"label":"Lab","value":"Fireworks AI","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"fw-ai/KAI-Scheduler","source":"source"},{"label":"Parent","value":"kai-scheduler/KAI-Scheduler","source":"source"},{"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://github.com/fw-ai/KAI-Scheduler"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-09-23T07:03:13.577015+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/300e8987-26c5-4803-a9e5-fd1665548558/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/forks/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/forks/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 fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","evidence_focus":["forked parent repo","repo owner","language","description","stars","org and recency"],"extraction_questions":["Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Which low-profile forks could precede a release or hiring wave?","Which labs are converging on the same technical adjacency?"],"signal_questions":["What upstream dependency or technical adjacency does this fork reveal?","Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Do the 6 related fork signals show a repeated pattern?"],"output_fields":["org","upstream_repo","language","technical_theme","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/300e8987-26c5-4803-a9e5-fd1665548558/signal.json","required":true},{"label":"source","url":"https://github.com/fw-ai/KAI-Scheduler","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/forks/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 fork signal \"fw-ai/KAI-Scheduler\" for neocloud strategy."},"semantic_triples":[{"subject":"Fireworks AI","predicate":"forked","object":"fw-ai/KAI-Scheduler","text":"Fireworks AI forked fw-ai/KAI-Scheduler."},{"subject":"fw-ai/KAI-Scheduler","predicate":"is classified as","object":"fork signal","text":"fw-ai/KAI-Scheduler is classified as fork signal."},{"subject":"fw-ai/KAI-Scheduler","predicate":"belongs to","object":"forks desk","text":"fw-ai/KAI-Scheduler belongs to forks desk."},{"subject":"fw-ai/KAI-Scheduler","predicate":"has context","object":"forked from kai-scheduler/KAI-Scheduler","text":"fw-ai/KAI-Scheduler has context forked from kai-scheduler/KAI-Scheduler."},{"subject":"fw-ai/KAI-Scheduler","predicate":"has evidence coverage","object":"1 captured evidence page","text":"fw-ai/KAI-Scheduler has evidence coverage 1 captured evidence page."},{"subject":"fw-ai/KAI-Scheduler","predicate":"has captured page count","object":"1","text":"fw-ai/KAI-Scheduler has captured page count 1."},{"subject":"fw-ai/KAI-Scheduler","predicate":"has readable page count","object":"1","text":"fw-ai/KAI-Scheduler has readable page count 1."},{"subject":"fw-ai/KAI-Scheduler","predicate":"has related signal count","object":"6","text":"fw-ai/KAI-Scheduler has related signal count 6."},{"subject":"fw-ai/KAI-Scheduler","predicate":"has analysis playbook objective","object":"Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","text":"fw-ai/KAI-Scheduler has analysis playbook objective Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.."},{"subject":"fw-ai/KAI-Scheduler","predicate":"has source host","object":"github.com","text":"fw-ai/KAI-Scheduler has source host github.com."},{"subject":"fw-ai/KAI-Scheduler","predicate":"has lab","object":"Fireworks AI","text":"fw-ai/KAI-Scheduler has lab Fireworks AI."},{"subject":"fw-ai/KAI-Scheduler","predicate":"has signal desk","object":"forks","text":"fw-ai/KAI-Scheduler has signal desk forks."},{"subject":"fw-ai/KAI-Scheduler","predicate":"has source host","object":"github.com","text":"fw-ai/KAI-Scheduler has source host github.com."},{"subject":"fw-ai/KAI-Scheduler","predicate":"has repository","object":"fw-ai/KAI-Scheduler","text":"fw-ai/KAI-Scheduler has repository fw-ai/KAI-Scheduler."},{"subject":"fw-ai/KAI-Scheduler","predicate":"has parent","object":"kai-scheduler/KAI-Scheduler","text":"fw-ai/KAI-Scheduler has parent kai-scheduler/KAI-Scheduler."},{"subject":"fw-ai/KAI-Scheduler","predicate":"has watch term","object":"Infrastructure","text":"fw-ai/KAI-Scheduler has watch term Infrastructure."},{"subject":"fw-ai/KAI-Scheduler","predicate":"has watch term","object":"Agents and tool use","text":"fw-ai/KAI-Scheduler has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"forks","answer":"Fireworks AI forked fw-ai/KAI-Scheduler (forked from kai-scheduler/KAI-Scheduler). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo fw-ai/KAI-Scheduler · parent kai-scheduler/KAI-Scheduler. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"Fireworks AI","predicate":"forked","object":"fw-ai/KAI-Scheduler","text":"Fireworks AI forked fw-ai/KAI-Scheduler."},{"subject":"fw-ai/KAI-Scheduler","predicate":"is classified as","object":"fork signal","text":"fw-ai/KAI-Scheduler is classified as fork signal."},{"subject":"fw-ai/KAI-Scheduler","predicate":"belongs to","object":"forks desk","text":"fw-ai/KAI-Scheduler belongs to forks desk."},{"subject":"fw-ai/KAI-Scheduler","predicate":"has context","object":"forked from kai-scheduler/KAI-Scheduler","text":"fw-ai/KAI-Scheduler has context forked from kai-scheduler/KAI-Scheduler."},{"subject":"fw-ai/KAI-Scheduler","predicate":"has evidence coverage","object":"1 captured evidence page","text":"fw-ai/KAI-Scheduler has evidence coverage 1 captured evidence page."}]},"signal":{"id":"300e8987-26c5-4803-a9e5-fd1665548558","url":"https://onlylabs.fyi/signals/300e8987-26c5-4803-a9e5-fd1665548558","json_url":"https://onlylabs.fyi/signals/300e8987-26c5-4803-a9e5-fd1665548558/signal.json","source_url":"https://github.com/fw-ai/KAI-Scheduler","title":"fw-ai/KAI-Scheduler","summary":"Fireworks AI forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from kai-scheduler/KAI-Scheduler","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-09-22T22:46:48+00:00","first_seen_at":"2026-09-23T07:00:49.953172+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/KAI-Scheduler"]},"facets":{"repo":"fw-ai/KAI-Scheduler","parent":"kai-scheduler/KAI-Scheduler"},"traction":{"github_stars":0,"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/KAI-Scheduler","final_url":"https://github.com/fw-ai/KAI-Scheduler","title":"fw-ai/KAI-Scheduler repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-09-23T07:03:13.577015+00:00","bytes":35156,"raw_path":"72299e29e0b8f4d13779292332e45ed81d757b60c31be5da8defb7246737200e.json","content_hash":"20450cc4fd84f66e02c793f683a63d200e4fbe4b0c8bb3dc032cb7b4bfd61d1d","excerpt_chars":1200,"truncated":true,"excerpt":"fw-ai/KAI-Scheduler Description: KAI Scheduler is an open source Kubernetes Native scheduler for AI workloads at large scale License: Apache-2.0 Stars: 0 Forks: 0 Open issues: 1 Created: 2026-09-22T22:46:48Z Pushed: 2026-09-22T22:49:33Z Default branch: main Fork: yes Parent repository: kai-scheduler/KAI-Scheduler Archived: no README: [![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/kai-scheduler/KAI-scheduler) [![OpenSSF Best Practices](https://www.bestpractices.dev/projects/12064/badge)](https://www.bestpractices.dev/projects/12064) KAI Scheduler is a robust, efficient, and scalable [Kubernetes scheduler](https://kubernetes.io/docs/concepts/scheduling-eviction/kube-scheduler/) that optimizes GPU resource allocation for AI and machine learning workloads. Designed to manage large-scale GPU clusters, including thousands of nodes, and high-throughput of workloads, makes the KAI Scheduler ideal for extensive and demanding environments. KAI Scheduler allows administrators of Kubernetes clusters to dynamically allocate GPU resources to workloads. KAI Scheduler supports the entire AI lifecycle, from small, interactive jobs that require minimal resources to large..."},"evidence_pages":[],"related_signals":[{"id":"3bf7064b-6e24-4a88-92e1-0bedb63e3ec5","url":"https://onlylabs.fyi/signals/3bf7064b-6e24-4a88-92e1-0bedb63e3ec5","source_url":"https://github.com/fw-ai/tokenspeed","title":"fw-ai/tokenspeed","context":"forked from lightseekorg/tokenspeed","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-07-08T19:51:48+00:00","first_seen_at":"2026-07-09T07:00:51.011257+00:00","date_source":"source"},{"id":"cbf37c8d-6826-4dc3-b8b2-266e2bf77784","url":"https://onlylabs.fyi/signals/cbf37c8d-6826-4dc3-b8b2-266e2bf77784","source_url":"https://github.com/fw-ai/DeepGEMM","title":"fw-ai/DeepGEMM","context":"forked from deepseek-ai/DeepGEMM","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-06-26T03:26:53+00:00","first_seen_at":"2026-06-26T07:00:50.575762+00:00","date_source":"source"},{"id":"322fcebd-97f6-4e75-a3d6-097d673c0dc4","url":"https://onlylabs.fyi/signals/322fcebd-97f6-4e75-a3d6-097d673c0dc4","source_url":"https://github.com/fw-ai/safetensors","title":"fw-ai/safetensors","context":"forked from safetensors/safetensors","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-06-02T23:45:45+00:00","first_seen_at":"2026-06-05T22:32:07.992054+00:00","date_source":"source"},{"id":"d2d8dd75-c212-408b-9201-c07833f17f5b","url":"https://onlylabs.fyi/signals/d2d8dd75-c212-408b-9201-c07833f17f5b","source_url":"https://github.com/fw-ai/triton","title":"fw-ai/triton","context":"forked from triton-lang/triton","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-03-17T23:07:43+00:00","first_seen_at":"2026-06-05T22:32:07.992054+00:00","date_source":"source"},{"id":"f4f15245-e148-44e1-a2ce-d9bb30affcb2","url":"https://onlylabs.fyi/signals/f4f15245-e148-44e1-a2ce-d9bb30affcb2","source_url":"https://github.com/fw-ai/nixl","title":"fw-ai/nixl","context":"forked from ai-dynamo/nixl","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-01-09T21:55:48+00:00","first_seen_at":"2026-06-05T22:32:07.992054+00:00","date_source":"source"},{"id":"375b5e8d-aceb-4979-946a-fe37d093240a","url":"https://onlylabs.fyi/signals/375b5e8d-aceb-4979-946a-fe37d093240a","source_url":"https://github.com/fw-ai/DeepEP","title":"fw-ai/DeepEP","context":"forked from deepseek-ai/DeepEP","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2025-06-06T21:48:44+00:00","first_seen_at":"2026-06-05T22:32:07.992054+00:00","date_source":"source"}]}