{"schema_version":"onlylabs.public_signal.v1","title":"Together AI Repo: togethercomputer/claude-duet-join","description":"Together AI repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/8e63215d-abf5-4e12-a388-a1d913148a00","json_url":"https://onlylabs.fyi/signals/8e63215d-abf5-4e12-a388-a1d913148a00/signal.json","generated_at":"2026-07-26T18:50:57.421Z","evidence_latest_fetched_at":"2026-07-15T07:01:51.469202+00:00","signal_first_seen_at":"2026-07-15T07:00:58.192258+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/8e63215d-abf5-4e12-a388-a1d913148a00","signal_json":"https://onlylabs.fyi/signals/8e63215d-abf5-4e12-a388-a1d913148a00/signal.json","source":"https://github.com/togethercomputer/claude-duet-join","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":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Together AI published togethercomputer/claude-duet-join (Dockerfile). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo togethercomputer/claude-duet-join · language Dockerfile. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/togethercomputer/claude-duet-join","source_host":"github.com","occurred_at":"2026-07-14T16:32:42+00:00","first_seen_at":"2026-07-15T07:00:58.192258+00:00","date_source":"source","context":"Dockerfile"},"context_markers":[{"label":"Lab","value":"Together AI","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"togethercomputer/claude-duet-join","source":"source"},{"label":"Language","value":"Dockerfile","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/claude-duet-join"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-07-15T07:01:51.469202+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/8e63215d-abf5-4e12-a388-a1d913148a00/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":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn new repository signals into 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","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/8e63215d-abf5-4e12-a388-a1d913148a00/signal.json","required":true},{"label":"source","url":"https://github.com/togethercomputer/claude-duet-join","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":null,"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 repo signal \"togethercomputer/claude-duet-join\" for neocloud strategy."},"semantic_triples":[{"subject":"Together AI","predicate":"published repo","object":"togethercomputer/claude-duet-join","text":"Together AI published repo togethercomputer/claude-duet-join."},{"subject":"togethercomputer/claude-duet-join","predicate":"is classified as","object":"repo signal","text":"togethercomputer/claude-duet-join is classified as repo signal."},{"subject":"togethercomputer/claude-duet-join","predicate":"belongs to","object":"repos desk","text":"togethercomputer/claude-duet-join belongs to repos desk."},{"subject":"togethercomputer/claude-duet-join","predicate":"has context","object":"Dockerfile","text":"togethercomputer/claude-duet-join has context Dockerfile."},{"subject":"togethercomputer/claude-duet-join","predicate":"has evidence coverage","object":"1 captured evidence page","text":"togethercomputer/claude-duet-join has evidence coverage 1 captured evidence page."},{"subject":"togethercomputer/claude-duet-join","predicate":"has captured page count","object":"1","text":"togethercomputer/claude-duet-join has captured page count 1."},{"subject":"togethercomputer/claude-duet-join","predicate":"has readable page count","object":"1","text":"togethercomputer/claude-duet-join has readable page count 1."},{"subject":"togethercomputer/claude-duet-join","predicate":"has related signal count","object":"6","text":"togethercomputer/claude-duet-join has related signal count 6."},{"subject":"togethercomputer/claude-duet-join","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"togethercomputer/claude-duet-join has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"togethercomputer/claude-duet-join","predicate":"has source host","object":"github.com","text":"togethercomputer/claude-duet-join has source host github.com."},{"subject":"togethercomputer/claude-duet-join","predicate":"has lab","object":"Together AI","text":"togethercomputer/claude-duet-join has lab Together AI."},{"subject":"togethercomputer/claude-duet-join","predicate":"has signal desk","object":"repos","text":"togethercomputer/claude-duet-join has signal desk repos."},{"subject":"togethercomputer/claude-duet-join","predicate":"has source host","object":"github.com","text":"togethercomputer/claude-duet-join has source host github.com."},{"subject":"togethercomputer/claude-duet-join","predicate":"has repository","object":"togethercomputer/claude-duet-join","text":"togethercomputer/claude-duet-join has repository togethercomputer/claude-duet-join."},{"subject":"togethercomputer/claude-duet-join","predicate":"has language","object":"Dockerfile","text":"togethercomputer/claude-duet-join has language Dockerfile."}]},"intelligence":{"signal_desk":"repos","answer":"Together AI published togethercomputer/claude-duet-join (Dockerfile). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo togethercomputer/claude-duet-join · language Dockerfile. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Together AI","predicate":"published repo","object":"togethercomputer/claude-duet-join","text":"Together AI published repo togethercomputer/claude-duet-join."},{"subject":"togethercomputer/claude-duet-join","predicate":"is classified as","object":"repo signal","text":"togethercomputer/claude-duet-join is classified as repo signal."},{"subject":"togethercomputer/claude-duet-join","predicate":"belongs to","object":"repos desk","text":"togethercomputer/claude-duet-join belongs to repos desk."},{"subject":"togethercomputer/claude-duet-join","predicate":"has context","object":"Dockerfile","text":"togethercomputer/claude-duet-join has context Dockerfile."},{"subject":"togethercomputer/claude-duet-join","predicate":"has evidence coverage","object":"1 captured evidence page","text":"togethercomputer/claude-duet-join has evidence coverage 1 captured evidence page."}]},"signal":{"id":"8e63215d-abf5-4e12-a388-a1d913148a00","url":"https://onlylabs.fyi/signals/8e63215d-abf5-4e12-a388-a1d913148a00","json_url":"https://onlylabs.fyi/signals/8e63215d-abf5-4e12-a388-a1d913148a00/signal.json","source_url":"https://github.com/togethercomputer/claude-duet-join","title":"togethercomputer/claude-duet-join","summary":"Together AI published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Dockerfile","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-07-14T16:32:42+00:00","first_seen_at":"2026-07-15T07:00:58.192258+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/claude-duet-join"]},"facets":{"repo":"togethercomputer/claude-duet-join","language":"Dockerfile"},"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/togethercomputer/claude-duet-join","final_url":"https://github.com/togethercomputer/claude-duet-join","title":"togethercomputer/claude-duet-join repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-07-15T07:01:51.469202+00:00","bytes":10409,"raw_path":"a6945ecb42f94be9aee9de01174148ade672f9b673c553ff13e4b0d2c28f92a3.json","content_hash":"acaa0f1741332daa1ef891232b2a0ebe1e94e5b1ce7036cf824d957f75ef0f68","excerpt_chars":1200,"truncated":true,"excerpt":"togethercomputer/claude-duet-join Language: Dockerfile Stars: 0 Forks: 0 Open issues: 1 Created: 2026-07-14T16:32:42Z Pushed: 2026-07-14T16:45:40Z Default branch: main Fork: no Archived: no README: claude-duet-join Join a **claude-duet** interview session as the candidate — from any machine with **Docker** (Linux / macOS / Windows). No Node, no git-in-PATH gymnastics, no Claude account, no API key. The whole client runs in a container and only makes an **outbound** connection to the host's URL, so it works behind any NAT. Prerequisites - **Docker** ([install](https://docs.docker.com/get-docker/)). Nothing else. Join in three steps ```bash 1. Get this repo git clone https://github.com/OWNER/claude-duet-join.git cd claude-duet-join 2. Build the client image (once, a few minutes) docker build -t claude-duet-join . 3. Join — using the three values from the host's screen docker run -it --rm claude-duet-join --password --url ``` ``, ``, and `` come from the **host's pinned banner**: ``` ▶ share with candidate — code cd-xxxxxxxx password xxxxxxxx url wss://….trycloudflare.com ``` To reconnect after a network drop, just re-run the same `docker run` command. Using the session - Plain text..."},"evidence_pages":[],"related_signals":[{"id":"3bb765b8-e1c4-420e-b0a7-9c59b6daeb5c","url":"https://onlylabs.fyi/signals/3bb765b8-e1c4-420e-b0a7-9c59b6daeb5c","source_url":"https://github.com/togethercomputer/hello-world","title":"togethercomputer/hello-world","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-07-22T22:16:09+00:00","first_seen_at":"2026-07-23T07:00:57.627793+00:00","date_source":"source"},{"id":"ac01c0fd-35b6-4d55-a97c-963f3e0943c7","url":"https://onlylabs.fyi/signals/ac01c0fd-35b6-4d55-a97c-963f3e0943c7","source_url":"https://github.com/togethercomputer/abacus-game","title":"togethercomputer/abacus-game","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-07-15T09:30:53+00:00","first_seen_at":"2026-07-16T07:01:47.199769+00:00","date_source":"source"},{"id":"ba9fbb5a-2c26-4334-8833-7c0ba04dd0ce","url":"https://onlylabs.fyi/signals/ba9fbb5a-2c26-4334-8833-7c0ba04dd0ce","source_url":"https://github.com/togethercomputer/together-storage-claude-skills","title":"togethercomputer/together-storage-claude-skills","context":"Go","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-06-26T13:20:39+00:00","first_seen_at":"2026-06-26T23:50:19.863379+00:00","date_source":"source"},{"id":"cf1092de-9c62-4e2e-b64b-75af225e6df1","url":"https://onlylabs.fyi/signals/cf1092de-9c62-4e2e-b64b-75af225e6df1","source_url":"https://github.com/togethercomputer/ParallelKernelBench","title":"togethercomputer/ParallelKernelBench","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-06-03T19:58:41+00:00","first_seen_at":"2026-06-23T07:00:59.888547+00:00","date_source":"source"},{"id":"0413a558-9c7b-4220-bf92-34bcbce16a0f","url":"https://onlylabs.fyi/signals/0413a558-9c7b-4220-bf92-34bcbce16a0f","source_url":"https://github.com/togethercomputer/archipelago","title":"togethercomputer/archipelago","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-05-29T00:15:21+00:00","first_seen_at":"2026-06-05T22:32:10.100906+00:00","date_source":"source"},{"id":"0854485e-65c6-489c-b097-9d8051e24014","url":"https://onlylabs.fyi/signals/0854485e-65c6-489c-b097-9d8051e24014","source_url":"https://github.com/togethercomputer/SearchScales","title":"togethercomputer/SearchScales","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-05-13T21:44:06+00:00","first_seen_at":"2026-06-05T22:32:10.100906+00:00","date_source":"source"}]}