{"schema_version":"onlylabs.public_signal.v1","title":"Novita AI Release: novitalabs/pegaflow v0.22.6","description":"Novita AI release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/e1b54b51-4667-49e1-bd3f-a71c1c7e736e","json_url":"https://onlylabs.fyi/signals/e1b54b51-4667-49e1-bd3f-a71c1c7e736e/signal.json","generated_at":"2026-06-11T01:47:02.32459+00:00","org":{"slug":"novita","name":"Novita AI","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/novita","dossier_json_url":"https://onlylabs.fyi/labs/novita/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/e1b54b51-4667-49e1-bd3f-a71c1c7e736e","signal_json":"https://onlylabs.fyi/signals/e1b54b51-4667-49e1-bd3f-a71c1c7e736e/signal.json","source":"https://github.com/novitalabs/pegaflow/releases/tag/v0.22.6","lab_dossier":"https://onlylabs.fyi/labs/novita","lab_dossier_json":"https://onlylabs.fyi/labs/novita/dossier.json","analysis":"https://onlylabs.fyi/analysis/novita","analysis_json":"https://onlylabs.fyi/analysis/novita/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/novita/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":"Novita AI published novitalabs/pegaflow v0.22.6 (novitalabs/pegaflow). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine version bump release · v0.22.6 Repository: novitalabs/pegaflow Tag: v0.22.6 Published: 2026-06-05T10:11:02Z Prerelease: no Release notes: 0.22.5 -> 0.22.6 对照 0.22.6 是 P/D 分离的第一个 stable 版本：这版把.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/novitalabs/pegaflow/releases/tag/v0.22.6","source_host":"github.com","occurred_at":"2026-06-05T10:11:02+00:00","first_seen_at":"2026-06-05T22:32:19.042343+00:00","date_source":"source","context":"novitalabs/pegaflow"},"context_markers":[{"label":"Lab","value":"Novita AI","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"novitalabs/pegaflow","source":"source"},{"label":"Release","value":"v0.22.6","source":"source"},{"label":"Notability","value":"Routine version bump release","source":"signal"}],"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/novitalabs/pegaflow/releases/tag/v0.22.6"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T01:47:02.32459+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/e1b54b51-4667-49e1-bd3f-a71c1c7e736e/signal.json","dossier_json":"https://onlylabs.fyi/labs/novita/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/novita/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/novita/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/e1b54b51-4667-49e1-bd3f-a71c1c7e736e/signal.json","required":true},{"label":"source","url":"https://github.com/novitalabs/pegaflow/releases/tag/v0.22.6","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/novita/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/novita/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 Novita AI's release signal \"novitalabs/pegaflow v0.22.6\" for neocloud strategy."},"semantic_triples":[{"subject":"Novita AI","predicate":"released","object":"novitalabs/pegaflow v0.22.6","text":"Novita AI released novitalabs/pegaflow v0.22.6."},{"subject":"novitalabs/pegaflow v0.22.6","predicate":"is classified as","object":"release signal","text":"novitalabs/pegaflow v0.22.6 is classified as release signal."},{"subject":"novitalabs/pegaflow v0.22.6","predicate":"belongs to","object":"releases desk","text":"novitalabs/pegaflow v0.22.6 belongs to releases desk."},{"subject":"novitalabs/pegaflow v0.22.6","predicate":"has context","object":"novitalabs/pegaflow","text":"novitalabs/pegaflow v0.22.6 has context novitalabs/pegaflow."},{"subject":"novitalabs/pegaflow v0.22.6","predicate":"has evidence coverage","object":"1 captured evidence page","text":"novitalabs/pegaflow v0.22.6 has evidence coverage 1 captured evidence page."},{"subject":"novitalabs/pegaflow v0.22.6","predicate":"has captured page count","object":"1","text":"novitalabs/pegaflow v0.22.6 has captured page count 1."},{"subject":"novitalabs/pegaflow v0.22.6","predicate":"has readable page count","object":"1","text":"novitalabs/pegaflow v0.22.6 has readable page count 1."},{"subject":"novitalabs/pegaflow v0.22.6","predicate":"has related signal count","object":"6","text":"novitalabs/pegaflow v0.22.6 has related signal count 6."},{"subject":"novitalabs/pegaflow v0.22.6","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":"novitalabs/pegaflow v0.22.6 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"novitalabs/pegaflow v0.22.6","predicate":"has source host","object":"github.com","text":"novitalabs/pegaflow v0.22.6 has source host github.com."},{"subject":"novitalabs/pegaflow v0.22.6","predicate":"has lab","object":"Novita AI","text":"novitalabs/pegaflow v0.22.6 has lab Novita AI."},{"subject":"novitalabs/pegaflow v0.22.6","predicate":"has signal desk","object":"releases","text":"novitalabs/pegaflow v0.22.6 has signal desk releases."},{"subject":"novitalabs/pegaflow v0.22.6","predicate":"has source host","object":"github.com","text":"novitalabs/pegaflow v0.22.6 has source host github.com."},{"subject":"novitalabs/pegaflow v0.22.6","predicate":"has repository","object":"novitalabs/pegaflow","text":"novitalabs/pegaflow v0.22.6 has repository novitalabs/pegaflow."},{"subject":"novitalabs/pegaflow v0.22.6","predicate":"has release","object":"v0.22.6","text":"novitalabs/pegaflow v0.22.6 has release v0.22.6."},{"subject":"novitalabs/pegaflow v0.22.6","predicate":"has notability","object":"Routine version bump release","text":"novitalabs/pegaflow v0.22.6 has notability Routine version bump release."}]},"intelligence":{"signal_desk":"releases","answer":"Novita AI published novitalabs/pegaflow v0.22.6 (novitalabs/pegaflow). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine version bump release · v0.22.6 Repository: novitalabs/pegaflow Tag: v0.22.6 Published: 2026-06-05T10:11:02Z Prerelease: no Release notes: 0.22.5 -> 0.22.6 对照 0.22.6 是 P/D 分离的第一个 stable 版本：这版把.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Novita AI","predicate":"released","object":"novitalabs/pegaflow v0.22.6","text":"Novita AI released novitalabs/pegaflow v0.22.6."},{"subject":"novitalabs/pegaflow v0.22.6","predicate":"is classified as","object":"release signal","text":"novitalabs/pegaflow v0.22.6 is classified as release signal."},{"subject":"novitalabs/pegaflow v0.22.6","predicate":"belongs to","object":"releases desk","text":"novitalabs/pegaflow v0.22.6 belongs to releases desk."},{"subject":"novitalabs/pegaflow v0.22.6","predicate":"has context","object":"novitalabs/pegaflow","text":"novitalabs/pegaflow v0.22.6 has context novitalabs/pegaflow."},{"subject":"novitalabs/pegaflow v0.22.6","predicate":"has evidence coverage","object":"1 captured evidence page","text":"novitalabs/pegaflow v0.22.6 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"e1b54b51-4667-49e1-bd3f-a71c1c7e736e","url":"https://onlylabs.fyi/signals/e1b54b51-4667-49e1-bd3f-a71c1c7e736e","json_url":"https://onlylabs.fyi/signals/e1b54b51-4667-49e1-bd3f-a71c1c7e736e/signal.json","source_url":"https://github.com/novitalabs/pegaflow/releases/tag/v0.22.6","title":"novitalabs/pegaflow v0.22.6","summary":"Novita AI published release notes. onlylabs watches releases for what actually shipped.","context":"novitalabs/pegaflow","kind":{"key":"release","label":"Release"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-06-05T10:11:02+00:00","first_seen_at":"2026-06-05T22:32:19.042343+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/novitalabs/pegaflow/releases/tag/v0.22.6"]},"facets":{"repo":"novitalabs/pegaflow"},"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":{"url":"https://github.com/novitalabs/pegaflow/releases/tag/v0.22.6","final_url":"https://github.com/novitalabs/pegaflow/releases/tag/v0.22.6","title":"novitalabs/pegaflow v0.22.6","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T01:47:02.32459+00:00","bytes":26901,"raw_path":"0bca5c30de8c83e08120888f72da28bde8b36f42101f21bd4d0695841ccfd068.json","content_hash":"eaf5880ab87b37cb2acecddae2f3f4e6c3d283981481f62d890ea96a7bea3c7c","excerpt_chars":1200,"truncated":true,"excerpt":"v0.22.6 Repository: novitalabs/pegaflow Tag: v0.22.6 Published: 2026-06-05T10:11:02Z Prerelease: no Release notes: 0.22.5 -> 0.22.6 对照 0.22.6 是 P/D 分离的第一个 stable 版本：这版把 P/D RDMA push 路径的性能稳定性、正确性保护、布局兼容和发布包完整性一起补齐。0.22.5 是上一版 release baseline；0.22.6 是推荐用于 P/D 分离的正式版本。 | 维度 | 0.22.5 | 0.22.6 | | --- | --- | --- | | P/D 分离 | 基础发布状态，P/D 路径仍在收敛 | 第一版 stable：P/D RDMA push、scheduler/worker 协议、prefill/decode 流程、proxy 和 native RDMA binding 都经过稳定化 | | 性能 | RDMA push 和布局映射还缺少本轮优化 | 支持 MLA cache layout；优化 layout mapping；补齐 connector metrics；提升 RDMA push 发送、完成通知、等待路径和链路利用率观测 | | 正确性 | 对版本不匹配、零命中 query probe、RDMA-only query path 等边界保护不足 | vLLM/server 版本不匹配 fail early；零命中 query probe 不再错误释放 lease；RDMA-only query path 加 cfg-gate；vLLM 启动失败更早暴露 | | 发包 | CUDA 13 wheel 使用 `--no-default-features --features cuda-13`，会关掉默认 `rdma` | CUDA 13 CI/release wheel 显式使用 `--features cuda-13,rdma`；cu12 和 cu13 包都带 RDMA | | 其他修复 | SSD cache 单路径 | SSD cache 支持多路径；清理未使用 Rust 依赖；测试门禁和 e2e cargo feature 对齐 | 0.22.5 -> 0.22.6 Comparison 0.22.6 is the first stable P/D disaggregation release. It closes the loop on P/D RDMA push performance, correctness guards, cache-layout compatibility, and package completeness. 0.22.5..."},"evidence_pages":[{"url":"https://github.com/novitalabs/pegaflow/releases/tag/v0.22.6","final_url":"https://github.com/novitalabs/pegaflow/releases/tag/v0.22.6","title":"novitalabs/pegaflow v0.22.6","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T01:47:02.32459+00:00","bytes":26901,"raw_path":"0bca5c30de8c83e08120888f72da28bde8b36f42101f21bd4d0695841ccfd068.json","content_hash":"eaf5880ab87b37cb2acecddae2f3f4e6c3d283981481f62d890ea96a7bea3c7c","excerpt_chars":1200,"truncated":true,"excerpt":"v0.22.6 Repository: novitalabs/pegaflow Tag: v0.22.6 Published: 2026-06-05T10:11:02Z Prerelease: no Release notes: 0.22.5 -> 0.22.6 对照 0.22.6 是 P/D 分离的第一个 stable 版本：这版把 P/D RDMA push 路径的性能稳定性、正确性保护、布局兼容和发布包完整性一起补齐。0.22.5 是上一版 release baseline；0.22.6 是推荐用于 P/D 分离的正式版本。 | 维度 | 0.22.5 | 0.22.6 | | --- | --- | --- | | P/D 分离 | 基础发布状态，P/D 路径仍在收敛 | 第一版 stable：P/D RDMA push、scheduler/worker 协议、prefill/decode 流程、proxy 和 native RDMA binding 都经过稳定化 | | 性能 | RDMA push 和布局映射还缺少本轮优化 | 支持 MLA cache layout；优化 layout mapping；补齐 connector metrics；提升 RDMA push 发送、完成通知、等待路径和链路利用率观测 | | 正确性 | 对版本不匹配、零命中 query probe、RDMA-only query path 等边界保护不足 | vLLM/server 版本不匹配 fail early；零命中 query probe 不再错误释放 lease；RDMA-only query path 加 cfg-gate；vLLM 启动失败更早暴露 | | 发包 | CUDA 13 wheel 使用 `--no-default-features --features cuda-13`，会关掉默认 `rdma` | CUDA 13 CI/release wheel 显式使用 `--features cuda-13,rdma`；cu12 和 cu13 包都带 RDMA | | 其他修复 | SSD cache 单路径 | SSD cache 支持多路径；清理未使用 Rust 依赖；测试门禁和 e2e cargo feature 对齐 | 0.22.5 -> 0.22.6 Comparison 0.22.6 is the first stable P/D disaggregation release. 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