{"schema_version":"onlylabs.public_signal.v1","title":"Wafer Fork: wafer-ai/aiter","description":"Wafer fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/188e7a49-35e7-40e6-b963-fbae4d3f17ed","json_url":"https://onlylabs.fyi/signals/188e7a49-35e7-40e6-b963-fbae4d3f17ed/signal.json","generated_at":"2026-06-11T02:43:18.246267+00:00","org":{"slug":"wafer","name":"Wafer","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/wafer","dossier_json_url":"https://onlylabs.fyi/labs/wafer/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/188e7a49-35e7-40e6-b963-fbae4d3f17ed","signal_json":"https://onlylabs.fyi/signals/188e7a49-35e7-40e6-b963-fbae4d3f17ed/signal.json","source":"https://github.com/wafer-ai/aiter","lab_dossier":"https://onlylabs.fyi/labs/wafer","lab_dossier_json":"https://onlylabs.fyi/labs/wafer/dossier.json","analysis":"https://onlylabs.fyi/analysis/wafer","analysis_json":"https://onlylabs.fyi/analysis/wafer/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/wafer/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":"Wafer forked wafer-ai/aiter (forked from ROCm/aiter). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo wafer-ai/aiter · parent ROCm/aiter · Routine fork of a repo. onlylabs links this event to 1 captured evidence page and 2 related fork signals.","signal_desk":"forks","source_context":{"source_url":"https://github.com/wafer-ai/aiter","source_host":"github.com","occurred_at":"2026-01-26T13:32:34+00:00","first_seen_at":"2026-06-05T22:32:18.632397+00:00","date_source":"source","context":"forked from ROCm/aiter"},"context_markers":[{"label":"Lab","value":"Wafer","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"wafer-ai/aiter","source":"source"},{"label":"Parent","value":"ROCm/aiter","source":"source"},{"label":"Notability","value":"Routine fork of a repo","source":"signal"},{"label":"Watch term","value":"Infrastructure","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/wafer-ai/aiter"],"related_signals":2,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:43:18.246267+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/188e7a49-35e7-40e6-b963-fbae4d3f17ed/signal.json","dossier_json":"https://onlylabs.fyi/labs/wafer/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/wafer/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/wafer/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 2 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/188e7a49-35e7-40e6-b963-fbae4d3f17ed/signal.json","required":true},{"label":"source","url":"https://github.com/wafer-ai/aiter","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/wafer/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/wafer/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 Wafer's fork signal \"wafer-ai/aiter\" for neocloud strategy."},"semantic_triples":[{"subject":"Wafer","predicate":"forked","object":"wafer-ai/aiter","text":"Wafer forked wafer-ai/aiter."},{"subject":"wafer-ai/aiter","predicate":"is classified as","object":"fork signal","text":"wafer-ai/aiter is classified as fork signal."},{"subject":"wafer-ai/aiter","predicate":"belongs to","object":"forks desk","text":"wafer-ai/aiter belongs to forks desk."},{"subject":"wafer-ai/aiter","predicate":"has context","object":"forked from ROCm/aiter","text":"wafer-ai/aiter has context forked from ROCm/aiter."},{"subject":"wafer-ai/aiter","predicate":"has evidence coverage","object":"1 captured evidence page","text":"wafer-ai/aiter has evidence coverage 1 captured evidence page."},{"subject":"wafer-ai/aiter","predicate":"has captured page count","object":"1","text":"wafer-ai/aiter has captured page count 1."},{"subject":"wafer-ai/aiter","predicate":"has readable page count","object":"1","text":"wafer-ai/aiter has readable page count 1."},{"subject":"wafer-ai/aiter","predicate":"has related signal count","object":"2","text":"wafer-ai/aiter has related signal count 2."},{"subject":"wafer-ai/aiter","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":"wafer-ai/aiter 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":"wafer-ai/aiter","predicate":"has source host","object":"github.com","text":"wafer-ai/aiter has source host github.com."},{"subject":"wafer-ai/aiter","predicate":"has lab","object":"Wafer","text":"wafer-ai/aiter has lab Wafer."},{"subject":"wafer-ai/aiter","predicate":"has signal desk","object":"forks","text":"wafer-ai/aiter has signal desk forks."},{"subject":"wafer-ai/aiter","predicate":"has source host","object":"github.com","text":"wafer-ai/aiter has source host github.com."},{"subject":"wafer-ai/aiter","predicate":"has repository","object":"wafer-ai/aiter","text":"wafer-ai/aiter has repository wafer-ai/aiter."},{"subject":"wafer-ai/aiter","predicate":"has parent","object":"ROCm/aiter","text":"wafer-ai/aiter has parent ROCm/aiter."},{"subject":"wafer-ai/aiter","predicate":"has notability","object":"Routine fork of a repo","text":"wafer-ai/aiter has notability Routine fork of a repo."},{"subject":"wafer-ai/aiter","predicate":"has watch term","object":"Infrastructure","text":"wafer-ai/aiter has watch term Infrastructure."}]},"intelligence":{"signal_desk":"forks","answer":"Wafer forked wafer-ai/aiter (forked from ROCm/aiter). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo wafer-ai/aiter · parent ROCm/aiter · Routine fork of a repo. onlylabs links this event to 1 captured evidence page and 2 related fork signals.","semantic_triples":[{"subject":"Wafer","predicate":"forked","object":"wafer-ai/aiter","text":"Wafer forked wafer-ai/aiter."},{"subject":"wafer-ai/aiter","predicate":"is classified as","object":"fork signal","text":"wafer-ai/aiter is classified as fork signal."},{"subject":"wafer-ai/aiter","predicate":"belongs to","object":"forks desk","text":"wafer-ai/aiter belongs to forks desk."},{"subject":"wafer-ai/aiter","predicate":"has context","object":"forked from ROCm/aiter","text":"wafer-ai/aiter has context forked from ROCm/aiter."},{"subject":"wafer-ai/aiter","predicate":"has evidence coverage","object":"1 captured evidence page","text":"wafer-ai/aiter has evidence coverage 1 captured evidence page."}]},"signal":{"id":"188e7a49-35e7-40e6-b963-fbae4d3f17ed","url":"https://onlylabs.fyi/signals/188e7a49-35e7-40e6-b963-fbae4d3f17ed","json_url":"https://onlylabs.fyi/signals/188e7a49-35e7-40e6-b963-fbae4d3f17ed/signal.json","source_url":"https://github.com/wafer-ai/aiter","title":"wafer-ai/aiter","summary":"Wafer forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from ROCm/aiter","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"wafer","name":"Wafer","category":"neocloud"},"occurred_at":"2026-01-26T13:32:34+00:00","first_seen_at":"2026-06-05T22:32:18.632397+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/wafer-ai/aiter"]},"facets":{"repo":"wafer-ai/aiter","parent":"ROCm/aiter"},"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":{"url":"https://github.com/wafer-ai/aiter","final_url":"https://github.com/wafer-ai/aiter","title":"wafer-ai/aiter repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:43:18.246267+00:00","bytes":21042,"raw_path":"74277d8231bbdba834374e43a1e2c9ae27d8124bdc6e975e2b17718b35eb4b5f.json","content_hash":"91ab7baaabbfabd4f9483257eff7bbedb150cd6012193c9037b85f0275bda584","excerpt_chars":1200,"truncated":true,"excerpt":"wafer-ai/aiter Description: AI Tensor Engine for ROCm License: MIT Stars: 0 Forks: 0 Open issues: 0 Created: 2026-01-26T13:32:34Z Pushed: 2026-01-29T13:26:52Z Default branch: main Fork: yes Parent repository: ROCm/aiter Archived: no README: aiter ![image](https://github.com/user-attachments/assets/9457804f-77cd-44b0-a088-992e4b9971c6) AITER is AMD’s centralized repository that support various of high performance AI operators for AI workloads acceleration, where a good unified place for all the customer operator-level requests, which can match different customers' needs. Developers can focus on operators, and let the customers integrate this op collection into their own private/public/whatever framework. Some summary of the features: * C++ level API * Python level API * The underneath kernel could come from triton/ck/asm * Not just inference kernels, but also training kernels and GEMM+communication kernels—allowing for workarounds in any kernel-framework combination for any architecture limitation. Installation ``` git clone --recursive https://github.com/ROCm/aiter.git cd aiter python3 setup.py develop ``` If you happen to forget the `--recursive` during `clone`, you can use the..."},"evidence_pages":[{"url":"https://github.com/wafer-ai/aiter","final_url":"https://github.com/wafer-ai/aiter","title":"wafer-ai/aiter repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:43:18.246267+00:00","bytes":21042,"raw_path":"74277d8231bbdba834374e43a1e2c9ae27d8124bdc6e975e2b17718b35eb4b5f.json","content_hash":"91ab7baaabbfabd4f9483257eff7bbedb150cd6012193c9037b85f0275bda584","excerpt_chars":1200,"truncated":true,"excerpt":"wafer-ai/aiter Description: AI Tensor Engine for ROCm License: MIT Stars: 0 Forks: 0 Open issues: 0 Created: 2026-01-26T13:32:34Z Pushed: 2026-01-29T13:26:52Z Default branch: main Fork: yes Parent repository: ROCm/aiter Archived: no README: aiter ![image](https://github.com/user-attachments/assets/9457804f-77cd-44b0-a088-992e4b9971c6) AITER is AMD’s centralized repository that support various of high performance AI operators for AI workloads acceleration, where a good unified place for all the customer operator-level requests, which can match different customers' needs. Developers can focus on operators, and let the customers integrate this op collection into their own private/public/whatever framework. Some summary of the features: * C++ level API * Python level API * The underneath kernel could come from triton/ck/asm * Not just inference kernels, but also training kernels and GEMM+communication kernels—allowing for workarounds in any kernel-framework combination for any architecture limitation. Installation ``` git clone --recursive https://github.com/ROCm/aiter.git cd aiter python3 setup.py develop ``` If you happen to forget the `--recursive` during `clone`, you can use the..."}],"related_signals":[{"id":"372d0def-c664-4972-88cb-9cf44a923d61","url":"https://onlylabs.fyi/signals/372d0def-c664-4972-88cb-9cf44a923d61","source_url":"https://github.com/wafer-ai/modular","title":"wafer-ai/modular","context":"forked from modular/modular","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"wafer","name":"Wafer","category":"neocloud"},"occurred_at":"2026-01-22T05:04:35+00:00","first_seen_at":"2026-06-05T22:32:18.632397+00:00","date_source":"source"},{"id":"cb271ef1-751d-420a-8e87-c810a7c02055","url":"https://onlylabs.fyi/signals/cb271ef1-751d-420a-8e87-c810a7c02055","source_url":"https://github.com/wafer-ai/composable_kernel","title":"wafer-ai/composable_kernel","context":"forked from ROCm/composable_kernel","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"wafer","name":"Wafer","category":"neocloud"},"occurred_at":"2026-01-22T05:04:34+00:00","first_seen_at":"2026-06-05T22:32:18.632397+00:00","date_source":"source"}]}