{"schema_version":"onlylabs.public_signal.v1","title":"DeepInfra Fork: deepinfra/kvcr","description":"DeepInfra fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/515e87ec-e520-467b-918d-89863bb73d87","json_url":"https://onlylabs.fyi/signals/515e87ec-e520-467b-918d-89863bb73d87/signal.json","generated_at":"2026-10-12T19:42:07.572Z","evidence_latest_fetched_at":"2026-10-02T07:03:24.38208+00:00","signal_first_seen_at":"2026-10-02T07:00:58.046312+00:00","org":{"slug":"deepinfra","name":"DeepInfra","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/deepinfra","dossier_json_url":"https://onlylabs.fyi/labs/deepinfra/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/515e87ec-e520-467b-918d-89863bb73d87","signal_json":"https://onlylabs.fyi/signals/515e87ec-e520-467b-918d-89863bb73d87/signal.json","source":"https://github.com/deepinfra/kvcr","lab_dossier":"https://onlylabs.fyi/labs/deepinfra","lab_dossier_json":"https://onlylabs.fyi/labs/deepinfra/dossier.json","analysis":"https://onlylabs.fyi/analysis/deepinfra","analysis_json":"https://onlylabs.fyi/analysis/deepinfra/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/deepinfra/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":"DeepInfra forked deepinfra/kvcr (forked from ai-dynamo/kvcr). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo deepinfra/kvcr · parent ai-dynamo/kvcr. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","signal_desk":"forks","source_context":{"source_url":"https://github.com/deepinfra/kvcr","source_host":"github.com","occurred_at":"2026-10-02T01:30:55+00:00","first_seen_at":"2026-10-02T07:00:58.046312+00:00","date_source":"source","context":"forked from ai-dynamo/kvcr"},"context_markers":[{"label":"Lab","value":"DeepInfra","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"deepinfra/kvcr","source":"source"},{"label":"Parent","value":"ai-dynamo/kvcr","source":"source"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"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/deepinfra/kvcr"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-10-02T07:03:24.38208+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/515e87ec-e520-467b-918d-89863bb73d87/signal.json","dossier_json":"https://onlylabs.fyi/labs/deepinfra/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/deepinfra/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/deepinfra/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/515e87ec-e520-467b-918d-89863bb73d87/signal.json","required":true},{"label":"source","url":"https://github.com/deepinfra/kvcr","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/deepinfra/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/deepinfra/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 DeepInfra's fork signal \"deepinfra/kvcr\" for neocloud strategy."},"semantic_triples":[{"subject":"DeepInfra","predicate":"forked","object":"deepinfra/kvcr","text":"DeepInfra forked deepinfra/kvcr."},{"subject":"deepinfra/kvcr","predicate":"is classified as","object":"fork signal","text":"deepinfra/kvcr is classified as fork signal."},{"subject":"deepinfra/kvcr","predicate":"belongs to","object":"forks desk","text":"deepinfra/kvcr belongs to forks desk."},{"subject":"deepinfra/kvcr","predicate":"has context","object":"forked from ai-dynamo/kvcr","text":"deepinfra/kvcr has context forked from ai-dynamo/kvcr."},{"subject":"deepinfra/kvcr","predicate":"has evidence coverage","object":"1 captured evidence page","text":"deepinfra/kvcr has evidence coverage 1 captured evidence page."},{"subject":"deepinfra/kvcr","predicate":"has captured page count","object":"1","text":"deepinfra/kvcr has captured page count 1."},{"subject":"deepinfra/kvcr","predicate":"has readable page count","object":"1","text":"deepinfra/kvcr has readable page count 1."},{"subject":"deepinfra/kvcr","predicate":"has related signal count","object":"6","text":"deepinfra/kvcr has related signal count 6."},{"subject":"deepinfra/kvcr","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":"deepinfra/kvcr 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":"deepinfra/kvcr","predicate":"has source host","object":"github.com","text":"deepinfra/kvcr has source host github.com."},{"subject":"deepinfra/kvcr","predicate":"has lab","object":"DeepInfra","text":"deepinfra/kvcr has lab DeepInfra."},{"subject":"deepinfra/kvcr","predicate":"has signal desk","object":"forks","text":"deepinfra/kvcr has signal desk forks."},{"subject":"deepinfra/kvcr","predicate":"has source host","object":"github.com","text":"deepinfra/kvcr has source host github.com."},{"subject":"deepinfra/kvcr","predicate":"has repository","object":"deepinfra/kvcr","text":"deepinfra/kvcr has repository deepinfra/kvcr."},{"subject":"deepinfra/kvcr","predicate":"has parent","object":"ai-dynamo/kvcr","text":"deepinfra/kvcr has parent ai-dynamo/kvcr."},{"subject":"deepinfra/kvcr","predicate":"has watch term","object":"Infrastructure","text":"deepinfra/kvcr has watch term Infrastructure."},{"subject":"deepinfra/kvcr","predicate":"has watch term","object":"Safety and alignment","text":"deepinfra/kvcr has watch term Safety and alignment."},{"subject":"deepinfra/kvcr","predicate":"has watch term","object":"Agents and tool use","text":"deepinfra/kvcr has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"forks","answer":"DeepInfra forked deepinfra/kvcr (forked from ai-dynamo/kvcr). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo deepinfra/kvcr · parent ai-dynamo/kvcr. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"DeepInfra","predicate":"forked","object":"deepinfra/kvcr","text":"DeepInfra forked deepinfra/kvcr."},{"subject":"deepinfra/kvcr","predicate":"is classified as","object":"fork signal","text":"deepinfra/kvcr is classified as fork signal."},{"subject":"deepinfra/kvcr","predicate":"belongs to","object":"forks desk","text":"deepinfra/kvcr belongs to forks desk."},{"subject":"deepinfra/kvcr","predicate":"has context","object":"forked from ai-dynamo/kvcr","text":"deepinfra/kvcr has context forked from ai-dynamo/kvcr."},{"subject":"deepinfra/kvcr","predicate":"has evidence coverage","object":"1 captured evidence page","text":"deepinfra/kvcr has evidence coverage 1 captured evidence page."}]},"signal":{"id":"515e87ec-e520-467b-918d-89863bb73d87","url":"https://onlylabs.fyi/signals/515e87ec-e520-467b-918d-89863bb73d87","json_url":"https://onlylabs.fyi/signals/515e87ec-e520-467b-918d-89863bb73d87/signal.json","source_url":"https://github.com/deepinfra/kvcr","title":"deepinfra/kvcr","summary":"DeepInfra forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from ai-dynamo/kvcr","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"deepinfra","name":"DeepInfra","category":"neocloud"},"occurred_at":"2026-10-02T01:30:55+00:00","first_seen_at":"2026-10-02T07:00:58.046312+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/deepinfra/kvcr"]},"facets":{"repo":"deepinfra/kvcr","parent":"ai-dynamo/kvcr"},"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/deepinfra/kvcr","final_url":"https://github.com/deepinfra/kvcr","title":"deepinfra/kvcr repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-10-02T07:03:24.38208+00:00","bytes":25175,"raw_path":"c64b2c8c807559027f608aed712b949f6189e46af0cbfbb495799acaaa636a5b.json","content_hash":"686ac6f6ea51c06a601ac870d0087b1dfc18fd5ca588050b66fc7a75f982fa2c","excerpt_chars":1200,"truncated":true,"excerpt":"deepinfra/kvcr Description: DeepInfra KVCR fork Language: Python License: Apache-2.0 Stars: 0 Forks: 0 Open issues: 0 Created: 2026-10-02T01:30:55Z Pushed: 2026-10-02T02:40:29Z Default branch: main Fork: yes Parent repository: ai-dynamo/kvcr Archived: no README: > [!NOTE] > **Initial release (experimental).** KVCR supports cross-node DRAM sharing, local disk caching, > and resiliency for vLLM. Future releases will add SGLang and TRT-LLM integrations > and object storage support. > > Feedback and contributions are welcome - see [CONTRIBUTING.md](CONTRIBUTING.md). KV Cache Runner Modern AI workloads require KV cache infrastructure that delivers speed, scale, and resilience. KV Cache Runner (KVCR) reimagines KV cache as a system-wide distributed resource: available across memory and storage tiers, resilient by design, and managed holistically to unlock system-level optimizations and maximize end-to-end performance. KVCR is agentic-native and built to accelerate AI workloads of every kind. Architecture KVCR is at its most powerful when working in tandem with a KV-aware request router. The router knows where the KV cache resides and can provide the selected worker with hints about..."},"evidence_pages":[],"related_signals":[{"id":"7af9222e-65a0-4364-8130-7fb1e35d3ff9","url":"https://onlylabs.fyi/signals/7af9222e-65a0-4364-8130-7fb1e35d3ff9","source_url":"https://github.com/deepinfra/cua","title":"deepinfra/cua","context":"forked from trycua/cua","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"deepinfra","name":"DeepInfra","category":"neocloud"},"occurred_at":"2026-09-28T14:56:58+00:00","first_seen_at":"2026-09-29T07:00:57.59647+00:00","date_source":"source"},{"id":"eb2dce72-0df7-4697-bcc5-8523961110ca","url":"https://onlylabs.fyi/signals/eb2dce72-0df7-4697-bcc5-8523961110ca","source_url":"https://github.com/deepinfra/fastokens","title":"deepinfra/fastokens","context":"forked from crusoecloud/fastokens","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"deepinfra","name":"DeepInfra","category":"neocloud"},"occurred_at":"2026-09-24T18:16:45+00:00","first_seen_at":"2026-09-25T07:00:55.103927+00:00","date_source":"source"},{"id":"691f3069-a9b0-4e41-b898-96a314adfa0f","url":"https://onlylabs.fyi/signals/691f3069-a9b0-4e41-b898-96a314adfa0f","source_url":"https://github.com/deepinfra/ming-image","title":"deepinfra/ming-image","context":"forked from inclusionAI/Ming-Image","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"deepinfra","name":"DeepInfra","category":"neocloud"},"occurred_at":"2026-09-23T13:14:36+00:00","first_seen_at":"2026-09-24T07:00:53.287639+00:00","date_source":"source"},{"id":"c72e0b0d-759c-4e18-9632-bf98e98e36f7","url":"https://onlylabs.fyi/signals/c72e0b0d-759c-4e18-9632-bf98e98e36f7","source_url":"https://github.com/deepinfra/pi","title":"deepinfra/pi","context":"forked from earendil-works/pi","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"deepinfra","name":"DeepInfra","category":"neocloud"},"occurred_at":"2026-07-02T13:59:21+00:00","first_seen_at":"2026-07-03T07:00:54.606169+00:00","date_source":"source"},{"id":"6ff8fada-5c71-4734-89ac-0152c9382688","url":"https://onlylabs.fyi/signals/6ff8fada-5c71-4734-89ac-0152c9382688","source_url":"https://github.com/deepinfra/TorchSpec","title":"deepinfra/TorchSpec","context":"forked from lightseekorg/TorchSpec","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"deepinfra","name":"DeepInfra","category":"neocloud"},"occurred_at":"2026-06-04T22:52:45+00:00","first_seen_at":"2026-06-05T22:32:12.181599+00:00","date_source":"source"},{"id":"d0c20615-2b18-4fd2-aa9a-391757002eb0","url":"https://onlylabs.fyi/signals/d0c20615-2b18-4fd2-aa9a-391757002eb0","source_url":"https://github.com/deepinfra/tiktoken","title":"deepinfra/tiktoken","context":"forked from openai/tiktoken","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"deepinfra","name":"DeepInfra","category":"neocloud"},"occurred_at":"2026-03-06T23:43:26+00:00","first_seen_at":"2026-06-05T22:32:12.181599+00:00","date_source":"source"}]}