{"schema_version":"onlylabs.public_signal.v1","title":"Moonshot AI (Kimi) Repo: MoonshotAI/minitriton","description":"Moonshot AI (Kimi) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/eb56f490-4a65-4da0-accb-f06c109427c6","json_url":"https://onlylabs.fyi/signals/eb56f490-4a65-4da0-accb-f06c109427c6/signal.json","generated_at":"2026-07-28T19:12:14.089Z","evidence_latest_fetched_at":"2026-07-28T07:01:59.105832+00:00","signal_first_seen_at":"2026-07-28T07:00:38.301447+00:00","org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/moonshot","dossier_json_url":"https://onlylabs.fyi/labs/moonshot/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/eb56f490-4a65-4da0-accb-f06c109427c6","signal_json":"https://onlylabs.fyi/signals/eb56f490-4a65-4da0-accb-f06c109427c6/signal.json","source":"https://github.com/MoonshotAI/minitriton","lab_dossier":"https://onlylabs.fyi/labs/moonshot","lab_dossier_json":"https://onlylabs.fyi/labs/moonshot/dossier.json","analysis":"https://onlylabs.fyi/analysis/moonshot","analysis_json":"https://onlylabs.fyi/analysis/moonshot/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/moonshot/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Moonshot AI (Kimi) published MoonshotAI/minitriton (Python). 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early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose 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This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo MoonshotAI/minitriton · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Moonshot AI (Kimi)","predicate":"published repo","object":"MoonshotAI/minitriton","text":"Moonshot AI (Kimi) published repo MoonshotAI/minitriton."},{"subject":"MoonshotAI/minitriton","predicate":"is classified as","object":"repo signal","text":"MoonshotAI/minitriton is classified as repo signal."},{"subject":"MoonshotAI/minitriton","predicate":"belongs to","object":"repos desk","text":"MoonshotAI/minitriton belongs to repos desk."},{"subject":"MoonshotAI/minitriton","predicate":"has context","object":"Python","text":"MoonshotAI/minitriton has context Python."},{"subject":"MoonshotAI/minitriton","predicate":"has evidence coverage","object":"1 captured evidence page","text":"MoonshotAI/minitriton has evidence coverage 1 captured evidence page."}]},"signal":{"id":"eb56f490-4a65-4da0-accb-f06c109427c6","url":"https://onlylabs.fyi/signals/eb56f490-4a65-4da0-accb-f06c109427c6","json_url":"https://onlylabs.fyi/signals/eb56f490-4a65-4da0-accb-f06c109427c6/signal.json","source_url":"https://github.com/MoonshotAI/minitriton","title":"MoonshotAI/minitriton","summary":"Moonshot AI (Kimi) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab"},"occurred_at":"2026-07-23T07:39:34+00:00","first_seen_at":"2026-07-28T07:00:38.301447+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/MoonshotAI/minitriton"]},"facets":{"repo":"MoonshotAI/minitriton","language":"Python"},"traction":{"github_stars":29,"hn_points":2,"hn_comments":0,"hn_story_id":"49071140","hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/MoonshotAI/minitriton","final_url":"https://github.com/MoonshotAI/minitriton","title":"MoonshotAI/minitriton repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-07-28T07:01:59.105832+00:00","bytes":23297,"raw_path":"98018fe1b32842d921f46d3616b36437b334c885ca4b34f7ad6aac828b4d92a8.json","content_hash":"9ca6ad5b4e1b0c9938648a0dcf00ac0b71f5d2befba73e68d36b695438c3aaf4","excerpt_chars":1200,"truncated":true,"excerpt":"MoonshotAI/minitriton Language: Python License: Apache-2.0 Stars: 29 Forks: 3 Open issues: 0 Created: 2026-07-23T07:39:34Z Pushed: 2026-07-27T13:49:08Z Default branch: main Fork: no Archived: no README: MiniTriton is a teaching-grade but production-minded tile compiler. You write kernels in a small Python-embedded tile DSL; they lower through upstream [MLIR](https://mlir.llvm.org) dialects to PTX and run on NVIDIA GPUs. On top of that sits an eager tensor library (eager execution and tile-level compilation, one API). **All application kernels — [flash attention](https://arxiv.org/abs/2205.14135), [KDA (Kimi Delta Attention)](https://arxiv.org/abs/2510.26692), and friends — are written in the DSL itself**; the compiler contains only tile-level vocabulary primitives and general passes — no application-specific intrinsics (the one expressibility exception is a generic linear-algebra primitive, `tl.solve_tril`; see `Limitations`). Known gaps are documented in `Limitations` below. 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