{"schema_version":"onlylabs.public_signal.v1","title":"Baseten Fork: basetenlabs/python_backend","description":"Baseten fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/17b5068a-e3b3-4e05-ab40-bd3a3a8b1916","json_url":"https://onlylabs.fyi/signals/17b5068a-e3b3-4e05-ab40-bd3a3a8b1916/signal.json","generated_at":"2026-06-11T04:19:18.696131+00:00","org":{"slug":"baseten","name":"Baseten","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/baseten","dossier_json_url":"https://onlylabs.fyi/labs/baseten/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/17b5068a-e3b3-4e05-ab40-bd3a3a8b1916","signal_json":"https://onlylabs.fyi/signals/17b5068a-e3b3-4e05-ab40-bd3a3a8b1916/signal.json","source":"https://github.com/basetenlabs/python_backend","lab_dossier":"https://onlylabs.fyi/labs/baseten","lab_dossier_json":"https://onlylabs.fyi/labs/baseten/dossier.json","analysis":"https://onlylabs.fyi/analysis/baseten","analysis_json":"https://onlylabs.fyi/analysis/baseten/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baseten/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":"Baseten forked basetenlabs/python_backend (forked from triton-inference-server/python_backend). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo basetenlabs/python_backend · parent triton-inference-server/python_backend. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","signal_desk":"forks","source_context":{"source_url":"https://github.com/basetenlabs/python_backend","source_host":"github.com","occurred_at":"2024-01-09T17:51:19+00:00","first_seen_at":"2026-06-05T22:32:13.368432+00:00","date_source":"source","context":"forked from triton-inference-server/python_backend"},"context_markers":[{"label":"Lab","value":"Baseten","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"basetenlabs/python_backend","source":"source"},{"label":"Parent","value":"triton-inference-server/python_backend","source":"source"},{"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/basetenlabs/python_backend"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:19:18.696131+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/17b5068a-e3b3-4e05-ab40-bd3a3a8b1916/signal.json","dossier_json":"https://onlylabs.fyi/labs/baseten/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/baseten/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baseten/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/17b5068a-e3b3-4e05-ab40-bd3a3a8b1916/signal.json","required":true},{"label":"source","url":"https://github.com/basetenlabs/python_backend","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/baseten/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/baseten/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 Baseten's fork signal \"basetenlabs/python_backend\" for neocloud strategy."},"semantic_triples":[{"subject":"Baseten","predicate":"forked","object":"basetenlabs/python_backend","text":"Baseten forked basetenlabs/python_backend."},{"subject":"basetenlabs/python_backend","predicate":"is classified as","object":"fork signal","text":"basetenlabs/python_backend is classified as fork signal."},{"subject":"basetenlabs/python_backend","predicate":"belongs to","object":"forks desk","text":"basetenlabs/python_backend belongs to forks desk."},{"subject":"basetenlabs/python_backend","predicate":"has context","object":"forked from triton-inference-server/python_backend","text":"basetenlabs/python_backend has context forked from triton-inference-server/python_backend."},{"subject":"basetenlabs/python_backend","predicate":"has evidence coverage","object":"1 captured evidence page","text":"basetenlabs/python_backend has evidence coverage 1 captured evidence page."},{"subject":"basetenlabs/python_backend","predicate":"has captured page count","object":"1","text":"basetenlabs/python_backend has captured page count 1."},{"subject":"basetenlabs/python_backend","predicate":"has readable page count","object":"1","text":"basetenlabs/python_backend has readable page count 1."},{"subject":"basetenlabs/python_backend","predicate":"has related signal count","object":"6","text":"basetenlabs/python_backend has related signal count 6."},{"subject":"basetenlabs/python_backend","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":"basetenlabs/python_backend 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":"basetenlabs/python_backend","predicate":"has source host","object":"github.com","text":"basetenlabs/python_backend has source host github.com."},{"subject":"basetenlabs/python_backend","predicate":"has lab","object":"Baseten","text":"basetenlabs/python_backend has lab Baseten."},{"subject":"basetenlabs/python_backend","predicate":"has signal desk","object":"forks","text":"basetenlabs/python_backend has signal desk forks."},{"subject":"basetenlabs/python_backend","predicate":"has source host","object":"github.com","text":"basetenlabs/python_backend has source host github.com."},{"subject":"basetenlabs/python_backend","predicate":"has repository","object":"basetenlabs/python_backend","text":"basetenlabs/python_backend has repository basetenlabs/python_backend."},{"subject":"basetenlabs/python_backend","predicate":"has parent","object":"triton-inference-server/python_backend","text":"basetenlabs/python_backend has parent triton-inference-server/python_backend."},{"subject":"basetenlabs/python_backend","predicate":"has watch term","object":"Infrastructure","text":"basetenlabs/python_backend has watch term Infrastructure."}]},"intelligence":{"signal_desk":"forks","answer":"Baseten forked basetenlabs/python_backend (forked from triton-inference-server/python_backend). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo basetenlabs/python_backend · parent triton-inference-server/python_backend. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"Baseten","predicate":"forked","object":"basetenlabs/python_backend","text":"Baseten forked basetenlabs/python_backend."},{"subject":"basetenlabs/python_backend","predicate":"is classified as","object":"fork signal","text":"basetenlabs/python_backend is classified as fork signal."},{"subject":"basetenlabs/python_backend","predicate":"belongs to","object":"forks desk","text":"basetenlabs/python_backend belongs to forks desk."},{"subject":"basetenlabs/python_backend","predicate":"has context","object":"forked from triton-inference-server/python_backend","text":"basetenlabs/python_backend has context forked from triton-inference-server/python_backend."},{"subject":"basetenlabs/python_backend","predicate":"has evidence coverage","object":"1 captured evidence page","text":"basetenlabs/python_backend has evidence coverage 1 captured evidence page."}]},"signal":{"id":"17b5068a-e3b3-4e05-ab40-bd3a3a8b1916","url":"https://onlylabs.fyi/signals/17b5068a-e3b3-4e05-ab40-bd3a3a8b1916","json_url":"https://onlylabs.fyi/signals/17b5068a-e3b3-4e05-ab40-bd3a3a8b1916/signal.json","source_url":"https://github.com/basetenlabs/python_backend","title":"basetenlabs/python_backend","summary":"Baseten forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from triton-inference-server/python_backend","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2024-01-09T17:51:19+00:00","first_seen_at":"2026-06-05T22:32:13.368432+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/basetenlabs/python_backend"]},"facets":{"repo":"basetenlabs/python_backend","parent":"triton-inference-server/python_backend"},"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/basetenlabs/python_backend","final_url":"https://github.com/basetenlabs/python_backend","title":"basetenlabs/python_backend repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:19:18.696131+00:00","bytes":94894,"raw_path":"638d6a0c688f707da2b8431a5079b5b61976e7bbc08fe3df53687909d800c0e8.json","content_hash":"0880dfdacec5428f169afd561708a19349f4ff59a05a3aed8a49716a677ea866","excerpt_chars":1200,"truncated":true,"excerpt":"basetenlabs/python_backend Description: Triton backend that enables pre-process, post-processing and other logic to be implemented in Python. License: BSD-3-Clause Stars: 0 Forks: 0 Open issues: 0 Created: 2024-01-09T17:51:19Z Pushed: 2024-01-11T13:59:19Z Default branch: main Fork: yes Parent repository: triton-inference-server/python_backend Archived: no README: <!-- Copyright 2020-2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: * Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. * Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. * Neither the name of NVIDIA CORPORATION nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS ``AS IS'' AND ANY EXPRESS OR IMPLIED..."},"evidence_pages":[{"url":"https://github.com/basetenlabs/python_backend","final_url":"https://github.com/basetenlabs/python_backend","title":"basetenlabs/python_backend repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:19:18.696131+00:00","bytes":94894,"raw_path":"638d6a0c688f707da2b8431a5079b5b61976e7bbc08fe3df53687909d800c0e8.json","content_hash":"0880dfdacec5428f169afd561708a19349f4ff59a05a3aed8a49716a677ea866","excerpt_chars":1200,"truncated":true,"excerpt":"basetenlabs/python_backend Description: Triton backend that enables pre-process, post-processing and other logic to be implemented in Python. License: BSD-3-Clause Stars: 0 Forks: 0 Open issues: 0 Created: 2024-01-09T17:51:19Z Pushed: 2024-01-11T13:59:19Z Default branch: main Fork: yes Parent repository: triton-inference-server/python_backend Archived: no README: <!-- Copyright 2020-2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: * Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. * Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. * Neither the name of NVIDIA CORPORATION nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS ``AS IS'' AND ANY EXPRESS OR IMPLIED..."}],"related_signals":[{"id":"2c538801-4357-4519-a15a-708e2ece2643","url":"https://onlylabs.fyi/signals/2c538801-4357-4519-a15a-708e2ece2643","source_url":"https://github.com/basetenlabs/ideogram4","title":"basetenlabs/ideogram4","context":"forked from ideogram-oss/ideogram4","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-06-03T20:18:15+00:00","first_seen_at":"2026-06-05T22:32:13.368432+00:00","date_source":"source"},{"id":"fd7262b9-0c91-4cb4-8988-e408d16e0f67","url":"https://onlylabs.fyi/signals/fd7262b9-0c91-4cb4-8988-e408d16e0f67","source_url":"https://github.com/basetenlabs/tinker-cookbook","title":"basetenlabs/tinker-cookbook","context":"forked from thinking-machines-lab/tinker-cookbook","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-06-03T01:38:21+00:00","first_seen_at":"2026-06-05T22:32:13.368432+00:00","date_source":"source"},{"id":"df3d49f6-047e-433d-b76b-6b24aaf06198","url":"https://onlylabs.fyi/signals/df3d49f6-047e-433d-b76b-6b24aaf06198","source_url":"https://github.com/basetenlabs/runc","title":"basetenlabs/runc","context":"forked from opencontainers/runc","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-06-02T16:22:10+00:00","first_seen_at":"2026-06-05T22:32:13.368432+00:00","date_source":"source"},{"id":"af6458c8-4673-489a-8d00-3f15546a303b","url":"https://onlylabs.fyi/signals/af6458c8-4673-489a-8d00-3f15546a303b","source_url":"https://github.com/basetenlabs/compact-rl","title":"basetenlabs/compact-rl","context":"forked from PrimeIntellect-ai/prime-rl","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-05-21T16:40:17+00:00","first_seen_at":"2026-06-05T22:32:13.368432+00:00","date_source":"source"},{"id":"a390e7b3-e28a-4cf0-8035-0fab6f120633","url":"https://onlylabs.fyi/signals/a390e7b3-e28a-4cf0-8035-0fab6f120633","source_url":"https://github.com/basetenlabs/TorchSpec","title":"basetenlabs/TorchSpec","context":"forked from lightseekorg/TorchSpec","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-05-19T16:37:18+00:00","first_seen_at":"2026-06-05T22:32:13.368432+00:00","date_source":"source"},{"id":"066a3ef5-36ab-4da7-b762-211c6a0f083f","url":"https://onlylabs.fyi/signals/066a3ef5-36ab-4da7-b762-211c6a0f083f","source_url":"https://github.com/basetenlabs/mcore-bridge","title":"basetenlabs/mcore-bridge","context":"forked from modelscope/mcore-bridge","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-05-04T04:14:29+00:00","first_seen_at":"2026-06-05T22:32:13.368432+00:00","date_source":"source"}]}