{"schema_version":"onlylabs.public_signal.v1","title":"Together AI Fork: togethercomputer/freeipa","description":"Together AI fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/eae08d56-cca8-4c03-99ba-b8cb78d36946","json_url":"https://onlylabs.fyi/signals/eae08d56-cca8-4c03-99ba-b8cb78d36946/signal.json","generated_at":"2026-06-11T02:54:28.06044+00:00","org":{"slug":"together-ai","name":"Together AI","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/together-ai","dossier_json_url":"https://onlylabs.fyi/labs/together-ai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/eae08d56-cca8-4c03-99ba-b8cb78d36946","signal_json":"https://onlylabs.fyi/signals/eae08d56-cca8-4c03-99ba-b8cb78d36946/signal.json","source":"https://github.com/togethercomputer/freeipa","lab_dossier":"https://onlylabs.fyi/labs/together-ai","lab_dossier_json":"https://onlylabs.fyi/labs/together-ai/dossier.json","analysis":"https://onlylabs.fyi/analysis/together-ai","analysis_json":"https://onlylabs.fyi/analysis/together-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/together-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":"Together AI forked togethercomputer/freeipa (forked from freeipa/freeipa). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo togethercomputer/freeipa · parent freeipa/freeipa · Routine fork of open-source identity software.. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","signal_desk":"forks","source_context":{"source_url":"https://github.com/togethercomputer/freeipa","source_host":"github.com","occurred_at":"2025-01-11T05:22:31+00:00","first_seen_at":"2026-06-05T22:32:10.100906+00:00","date_source":"source","context":"forked from freeipa/freeipa"},"context_markers":[{"label":"Lab","value":"Together AI","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"togethercomputer/freeipa","source":"source"},{"label":"Parent","value":"freeipa/freeipa","source":"source"},{"label":"Notability","value":"Routine fork of open-source identity software.","source":"signal"},{"label":"Watch term","value":"Safety and alignment","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/togethercomputer/freeipa"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:54:28.06044+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/eae08d56-cca8-4c03-99ba-b8cb78d36946/signal.json","dossier_json":"https://onlylabs.fyi/labs/together-ai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/together-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/together-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/eae08d56-cca8-4c03-99ba-b8cb78d36946/signal.json","required":true},{"label":"source","url":"https://github.com/togethercomputer/freeipa","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/together-ai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/together-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 Together AI's fork signal \"togethercomputer/freeipa\" for neocloud strategy."},"semantic_triples":[{"subject":"Together AI","predicate":"forked","object":"togethercomputer/freeipa","text":"Together AI forked togethercomputer/freeipa."},{"subject":"togethercomputer/freeipa","predicate":"is classified as","object":"fork signal","text":"togethercomputer/freeipa is classified as fork signal."},{"subject":"togethercomputer/freeipa","predicate":"belongs to","object":"forks desk","text":"togethercomputer/freeipa belongs to forks desk."},{"subject":"togethercomputer/freeipa","predicate":"has context","object":"forked from freeipa/freeipa","text":"togethercomputer/freeipa has context forked from freeipa/freeipa."},{"subject":"togethercomputer/freeipa","predicate":"has evidence coverage","object":"1 captured evidence page","text":"togethercomputer/freeipa has evidence coverage 1 captured evidence page."},{"subject":"togethercomputer/freeipa","predicate":"has captured page count","object":"1","text":"togethercomputer/freeipa has captured page count 1."},{"subject":"togethercomputer/freeipa","predicate":"has readable page count","object":"1","text":"togethercomputer/freeipa has readable page count 1."},{"subject":"togethercomputer/freeipa","predicate":"has related signal count","object":"6","text":"togethercomputer/freeipa has related signal count 6."},{"subject":"togethercomputer/freeipa","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":"togethercomputer/freeipa 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":"togethercomputer/freeipa","predicate":"has source host","object":"github.com","text":"togethercomputer/freeipa has source host github.com."},{"subject":"togethercomputer/freeipa","predicate":"has lab","object":"Together AI","text":"togethercomputer/freeipa has lab Together AI."},{"subject":"togethercomputer/freeipa","predicate":"has signal desk","object":"forks","text":"togethercomputer/freeipa has signal desk forks."},{"subject":"togethercomputer/freeipa","predicate":"has source host","object":"github.com","text":"togethercomputer/freeipa has source host github.com."},{"subject":"togethercomputer/freeipa","predicate":"has repository","object":"togethercomputer/freeipa","text":"togethercomputer/freeipa has repository togethercomputer/freeipa."},{"subject":"togethercomputer/freeipa","predicate":"has parent","object":"freeipa/freeipa","text":"togethercomputer/freeipa has parent freeipa/freeipa."},{"subject":"togethercomputer/freeipa","predicate":"has notability","object":"Routine fork of open-source identity software.","text":"togethercomputer/freeipa has notability Routine fork of open-source identity software.."},{"subject":"togethercomputer/freeipa","predicate":"has watch term","object":"Safety and alignment","text":"togethercomputer/freeipa has watch term Safety and alignment."}]},"intelligence":{"signal_desk":"forks","answer":"Together AI forked togethercomputer/freeipa (forked from freeipa/freeipa). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo togethercomputer/freeipa · parent freeipa/freeipa · Routine fork of open-source identity software.. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"Together AI","predicate":"forked","object":"togethercomputer/freeipa","text":"Together AI forked togethercomputer/freeipa."},{"subject":"togethercomputer/freeipa","predicate":"is classified as","object":"fork signal","text":"togethercomputer/freeipa is classified as fork signal."},{"subject":"togethercomputer/freeipa","predicate":"belongs to","object":"forks desk","text":"togethercomputer/freeipa belongs to forks desk."},{"subject":"togethercomputer/freeipa","predicate":"has context","object":"forked from freeipa/freeipa","text":"togethercomputer/freeipa has context forked from freeipa/freeipa."},{"subject":"togethercomputer/freeipa","predicate":"has evidence coverage","object":"1 captured evidence page","text":"togethercomputer/freeipa has evidence coverage 1 captured evidence page."}]},"signal":{"id":"eae08d56-cca8-4c03-99ba-b8cb78d36946","url":"https://onlylabs.fyi/signals/eae08d56-cca8-4c03-99ba-b8cb78d36946","json_url":"https://onlylabs.fyi/signals/eae08d56-cca8-4c03-99ba-b8cb78d36946/signal.json","source_url":"https://github.com/togethercomputer/freeipa","title":"togethercomputer/freeipa","summary":"Together AI forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from freeipa/freeipa","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2025-01-11T05:22:31+00:00","first_seen_at":"2026-06-05T22:32:10.100906+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/togethercomputer/freeipa"]},"facets":{"repo":"togethercomputer/freeipa","parent":"freeipa/freeipa"},"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/togethercomputer/freeipa","final_url":"https://github.com/togethercomputer/freeipa","title":"togethercomputer/freeipa repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:54:28.06044+00:00","bytes":23729,"raw_path":"6dba0301946218b12406bc67b3a068f41374487ec72f14e55aadc9f2901c9c14.json","content_hash":"b5021319a02faae8df50e8c0922474b6fc007c365b0edbe03f2b08517d3c03c7","excerpt_chars":1200,"truncated":true,"excerpt":"togethercomputer/freeipa Description: Mirror of FreeIPA, an integrated security information management solution License: GPL-3.0 Stars: 0 Forks: 0 Open issues: 0 Created: 2025-01-11T05:22:31Z Pushed: 2025-01-11T05:23:06Z Default branch: master Fork: yes Parent repository: freeipa/freeipa Archived: no README: FreeIPA Server FreeIPA allows Linux administrators to centrally manage identity, authentication and access control aspects of Linux and UNIX systems by providing simple to install and use command line and web based management tools. FreeIPA is built on top of well known Open Source components and standard protocols with a very strong focus on ease of management and automation of installation and configuration tasks. FreeIPA can seamlessly integrate into an Active Directory environment via cross-realm Kerberos trust or user synchronization. Benefits FreeIPA: * Allows all your users to access all the machines with the same credentials and security settings * Allows users to access personal files transparently from any machine in an authenticated and secure way * Uses an advanced grouping mechanism to restrict network access to services and files only to specific users * Allows..."},"evidence_pages":[{"url":"https://github.com/togethercomputer/freeipa","final_url":"https://github.com/togethercomputer/freeipa","title":"togethercomputer/freeipa repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:54:28.06044+00:00","bytes":23729,"raw_path":"6dba0301946218b12406bc67b3a068f41374487ec72f14e55aadc9f2901c9c14.json","content_hash":"b5021319a02faae8df50e8c0922474b6fc007c365b0edbe03f2b08517d3c03c7","excerpt_chars":1200,"truncated":true,"excerpt":"togethercomputer/freeipa Description: Mirror of FreeIPA, an integrated security information management solution License: GPL-3.0 Stars: 0 Forks: 0 Open issues: 0 Created: 2025-01-11T05:22:31Z Pushed: 2025-01-11T05:23:06Z Default branch: master Fork: yes Parent repository: freeipa/freeipa Archived: no README: FreeIPA Server FreeIPA allows Linux administrators to centrally manage identity, authentication and access control aspects of Linux and UNIX systems by providing simple to install and use command line and web based management tools. FreeIPA is built on top of well known Open Source components and standard protocols with a very strong focus on ease of management and automation of installation and configuration tasks. FreeIPA can seamlessly integrate into an Active Directory environment via cross-realm Kerberos trust or user synchronization. Benefits FreeIPA: * Allows all your users to access all the machines with the same credentials and security settings * Allows users to access personal files transparently from any machine in an authenticated and secure way * Uses an advanced grouping mechanism to restrict network access to services and files only to specific users * Allows..."}],"related_signals":[{"id":"6367550f-bd25-4483-8fda-eba8b039b892","url":"https://onlylabs.fyi/signals/6367550f-bd25-4483-8fda-eba8b039b892","source_url":"https://github.com/togethercomputer/tinker-cookbook","title":"togethercomputer/tinker-cookbook","context":"forked from thinking-machines-lab/tinker-cookbook","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-06-01T08:29:09+00:00","first_seen_at":"2026-06-05T22:32:10.100906+00:00","date_source":"source"},{"id":"e6175547-cf8b-4774-9c10-ad0876c3f14e","url":"https://onlylabs.fyi/signals/e6175547-cf8b-4774-9c10-ad0876c3f14e","source_url":"https://github.com/togethercomputer/k8s-netperf","title":"togethercomputer/k8s-netperf","context":"forked from cloud-bulldozer/k8s-netperf","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-04-27T23:08:39+00:00","first_seen_at":"2026-06-05T22:32:10.100906+00:00","date_source":"source"},{"id":"e1ad880b-e8c2-4eed-96b9-9286706c6932","url":"https://onlylabs.fyi/signals/e1ad880b-e8c2-4eed-96b9-9286706c6932","source_url":"https://github.com/togethercomputer/DeepGEMM","title":"togethercomputer/DeepGEMM","context":"forked from deepseek-ai/DeepGEMM","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-04-24T20:40:07+00:00","first_seen_at":"2026-06-05T22:32:10.100906+00:00","date_source":"source"},{"id":"8cd07691-5f2d-4997-abfe-64a635021377","url":"https://onlylabs.fyi/signals/8cd07691-5f2d-4997-abfe-64a635021377","source_url":"https://github.com/togethercomputer/sglang-mla-rotation","title":"togethercomputer/sglang-mla-rotation","context":"forked from sgl-project/sglang","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-04-08T00:10:20+00:00","first_seen_at":"2026-06-05T22:32:10.100906+00:00","date_source":"source"},{"id":"f3addf6d-624e-4096-a3f3-7fb62dbfb766","url":"https://onlylabs.fyi/signals/f3addf6d-624e-4096-a3f3-7fb62dbfb766","source_url":"https://github.com/togethercomputer/Mooncake","title":"togethercomputer/Mooncake","context":"forked from kvcache-ai/Mooncake","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-03-19T17:53:41+00:00","first_seen_at":"2026-06-05T22:32:10.100906+00:00","date_source":"source"},{"id":"48657822-5db2-498c-9a30-dfd49e1da6a6","url":"https://onlylabs.fyi/signals/48657822-5db2-498c-9a30-dfd49e1da6a6","source_url":"https://github.com/togethercomputer/ssd","title":"togethercomputer/ssd","context":"forked from tanishqkumar/ssd","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-03-18T16:20:10+00:00","first_seen_at":"2026-06-05T22:32:10.100906+00:00","date_source":"source"}]}