{"schema_version":"onlylabs.public_signal.v1","title":"Qwen (Alibaba Cloud) Release: QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2","description":"Qwen (Alibaba Cloud) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/2177d492-ce39-4f89-890e-54fa16bb66f3","json_url":"https://onlylabs.fyi/signals/2177d492-ce39-4f89-890e-54fa16bb66f3/signal.json","generated_at":"2026-07-26T20:38:29.715Z","evidence_latest_fetched_at":"2026-07-24T07:01:52.78608+00:00","signal_first_seen_at":"2026-07-24T07:00:45.63533+00:00","org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/qwen","dossier_json_url":"https://onlylabs.fyi/labs/qwen/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/2177d492-ce39-4f89-890e-54fa16bb66f3","signal_json":"https://onlylabs.fyi/signals/2177d492-ce39-4f89-890e-54fa16bb66f3/signal.json","source":"https://github.com/QwenLM/qwen-code/releases/tag/dsw-swe-full-poc-20260724-fadeed2","lab_dossier":"https://onlylabs.fyi/labs/qwen","lab_dossier_json":"https://onlylabs.fyi/labs/qwen/dossier.json","analysis":"https://onlylabs.fyi/analysis/qwen","analysis_json":"https://onlylabs.fyi/analysis/qwen/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/qwen/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":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","data_business":null},"answer_pack":{"answer":"Qwen (Alibaba Cloud) published QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2 (QwenLM/qwen-code). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: DSW SWE-bench Full POC 20260724 Run 3 Repository: QwenLM/qwen-code Tag: dsw-swe-full-poc-20260724-fadeed2 Published: 2026-07-24T06:58:14Z Prerelease: yes Release notes:.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/QwenLM/qwen-code/releases/tag/dsw-swe-full-poc-20260724-fadeed2","source_host":"github.com","occurred_at":"2026-07-24T06:58:14+00:00","first_seen_at":"2026-07-24T07:00:45.63533+00:00","date_source":"source","context":"QwenLM/qwen-code"},"context_markers":[{"label":"Lab","value":"Qwen (Alibaba Cloud)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"QwenLM/qwen-code","source":"source"},{"label":"Release","value":"DSW SWE-bench Full POC 20260724 Run 3","source":"source"},{"label":"Watch term","value":"Eval methodology","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/QwenLM/qwen-code/releases/tag/dsw-swe-full-poc-20260724-fadeed2"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-07-24T07:01:52.78608+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/2177d492-ce39-4f89-890e-54fa16bb66f3/signal.json","dossier_json":"https://onlylabs.fyi/labs/qwen/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/qwen/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/qwen/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What changed in this release, and what downstream data or infrastructure need could it create?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related release signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","data_business_lane","evidence_url"],"data_business_relevance":"Release signals show the hard edge of lab execution and help connect data-business opportunities to concrete model, repo, and deployment changes.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/2177d492-ce39-4f89-890e-54fa16bb66f3/signal.json","required":true},{"label":"source","url":"https://github.com/QwenLM/qwen-code/releases/tag/dsw-swe-full-poc-20260724-fadeed2","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/qwen/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/qwen/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json","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 Qwen (Alibaba Cloud)'s release signal \"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2\" for frontier lab strategy."},"semantic_triples":[{"subject":"Qwen (Alibaba Cloud)","predicate":"released","object":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2","text":"Qwen (Alibaba Cloud) released QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2."},{"subject":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2","predicate":"is classified as","object":"release signal","text":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2 is classified as release signal."},{"subject":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2","predicate":"belongs to","object":"releases desk","text":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2 belongs to releases desk."},{"subject":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2","predicate":"has context","object":"QwenLM/qwen-code","text":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2 has context QwenLM/qwen-code."},{"subject":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2","predicate":"has evidence coverage","object":"1 captured evidence page","text":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2 has evidence coverage 1 captured evidence page."},{"subject":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2","predicate":"has captured page count","object":"1","text":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2 has captured page count 1."},{"subject":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2","predicate":"has readable page count","object":"1","text":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2 has readable page count 1."},{"subject":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2","predicate":"has related signal count","object":"6","text":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2 has related signal count 6."},{"subject":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2","predicate":"has source host","object":"github.com","text":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2 has source host github.com."},{"subject":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2","predicate":"has lab","object":"Qwen (Alibaba Cloud)","text":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2 has lab Qwen (Alibaba Cloud)."},{"subject":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2","predicate":"has signal desk","object":"releases","text":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2 has signal desk releases."},{"subject":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2","predicate":"has source host","object":"github.com","text":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2 has source host github.com."},{"subject":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2","predicate":"has repository","object":"QwenLM/qwen-code","text":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2 has repository QwenLM/qwen-code."},{"subject":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2","predicate":"has release","object":"DSW SWE-bench Full POC 20260724 Run 3","text":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2 has release DSW SWE-bench Full POC 20260724 Run 3."},{"subject":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2","predicate":"has watch term","object":"Eval methodology","text":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2 has watch term Eval methodology."},{"subject":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2","predicate":"has watch term","object":"Agents and tool use","text":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2 has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"releases","answer":"Qwen (Alibaba Cloud) published QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2 (QwenLM/qwen-code). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: DSW SWE-bench Full POC 20260724 Run 3 Repository: QwenLM/qwen-code Tag: dsw-swe-full-poc-20260724-fadeed2 Published: 2026-07-24T06:58:14Z Prerelease: yes Release notes:.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Qwen (Alibaba Cloud)","predicate":"released","object":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2","text":"Qwen (Alibaba Cloud) released QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2."},{"subject":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2","predicate":"is classified as","object":"release signal","text":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2 is classified as release signal."},{"subject":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2","predicate":"belongs to","object":"releases desk","text":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2 belongs to releases desk."},{"subject":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2","predicate":"has context","object":"QwenLM/qwen-code","text":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2 has context QwenLM/qwen-code."},{"subject":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2","predicate":"has evidence coverage","object":"1 captured evidence page","text":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"2177d492-ce39-4f89-890e-54fa16bb66f3","url":"https://onlylabs.fyi/signals/2177d492-ce39-4f89-890e-54fa16bb66f3","json_url":"https://onlylabs.fyi/signals/2177d492-ce39-4f89-890e-54fa16bb66f3/signal.json","source_url":"https://github.com/QwenLM/qwen-code/releases/tag/dsw-swe-full-poc-20260724-fadeed2","title":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2","summary":"Qwen (Alibaba Cloud) published release notes. onlylabs watches releases for what actually shipped.","context":"QwenLM/qwen-code","kind":{"key":"release","label":"Release"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-07-24T06:58:14+00:00","first_seen_at":"2026-07-24T07:00:45.63533+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/QwenLM/qwen-code/releases/tag/dsw-swe-full-poc-20260724-fadeed2"]},"facets":{"repo":"QwenLM/qwen-code"},"traction":{"github_stars":null,"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/QwenLM/qwen-code/releases/tag/dsw-swe-full-poc-20260724-fadeed2","final_url":"https://github.com/QwenLM/qwen-code/releases/tag/dsw-swe-full-poc-20260724-fadeed2","title":"QwenLM/qwen-code dsw-swe-full-poc-20260724-fadeed2","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-07-24T07:01:52.78608+00:00","bytes":5096,"raw_path":"1b2e581c9de6e4a57642ba6bb9011a72a6fcdb7a9e0859b1635d5dff5f79be7e.json","content_hash":"2dd40ac5b07125ae8e0b4a2f26868140a3b0cdd45e35fe83263ad2ba2c6d1404","excerpt_chars":1200,"truncated":false,"excerpt":"DSW SWE-bench Full POC 20260724 Run 3 Repository: QwenLM/qwen-code Tag: dsw-swe-full-poc-20260724-fadeed2 Published: 2026-07-24T06:58:14Z Prerelease: yes Release notes: Isolated test prerelease for PR #7656. This Release receives the complete 500-case SWE-bench Verified result from the DSW self-hosted runner. It is not an official Qwen Code release. Benchmark-Qwen-Ref: v0.20.0-nightly.20260722.b98306b7e SWE-bench Verified - Status: **PIPELINE_ERROR** - Qwen Code: `dsw-swe-full-poc-20260724-fadeed2` (`77115af615fca031a57505dee07deeaf702a0937`) - Score: not published because the pipeline did not produce a validated result - Workflow: https://github.com/QwenLM/qwen-code/actions/runs/30073896043"},"evidence_pages":[],"related_signals":[{"id":"851bb942-6b8c-4ec0-b364-e5039dfc134f","url":"https://onlylabs.fyi/signals/851bb942-6b8c-4ec0-b364-e5039dfc134f","source_url":"https://github.com/QwenLM/qwen-code/releases/tag/v0.21.0-nightly.20260726.9d19eafa9","title":"QwenLM/qwen-code v0.21.0-nightly.20260726.9d19eafa9","context":"QwenLM/qwen-code","kind":{"key":"release","label":"Release"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-07-26T00:57:23+00:00","first_seen_at":"2026-07-26T07:00:43.226196+00:00","date_source":"source"},{"id":"9aabc3bb-9756-48f5-98fa-cf2c01d05b0b","url":"https://onlylabs.fyi/signals/9aabc3bb-9756-48f5-98fa-cf2c01d05b0b","source_url":"https://github.com/QwenLM/qwen-code/releases/tag/v0.21.0-nightly.20260725.1183a4c82","title":"QwenLM/qwen-code v0.21.0-nightly.20260725.1183a4c82","context":"QwenLM/qwen-code","kind":{"key":"release","label":"Release"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-07-25T00:56:18+00:00","first_seen_at":"2026-07-25T07:00:42.849119+00:00","date_source":"source"},{"id":"5618ec6e-d8dd-4e0d-80d0-9e708277e48c","url":"https://onlylabs.fyi/signals/5618ec6e-d8dd-4e0d-80d0-9e708277e48c","source_url":"https://github.com/QwenLM/qwen-code/releases/tag/v0.21.0","title":"QwenLM/qwen-code v0.21.0","context":"QwenLM/qwen-code","kind":{"key":"release","label":"Release"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-07-24T13:32:48+00:00","first_seen_at":"2026-07-25T07:00:42.849119+00:00","date_source":"source"},{"id":"8a86f851-cfe6-40a0-bc0d-8bbebe210822","url":"https://onlylabs.fyi/signals/8a86f851-cfe6-40a0-bc0d-8bbebe210822","source_url":"https://github.com/QwenLM/qwen-code/releases/tag/dsw-swe-full-async-poc-20260724-2c5ad4a5d0-r3","title":"QwenLM/qwen-code dsw-swe-full-async-poc-20260724-2c5ad4a5d0-r3","context":"QwenLM/qwen-code","kind":{"key":"release","label":"Release"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-07-24T08:34:26+00:00","first_seen_at":"2026-07-25T07:00:42.849119+00:00","date_source":"source"},{"id":"bfa10aa2-1470-4cdc-a531-fda807ed7640","url":"https://onlylabs.fyi/signals/bfa10aa2-1470-4cdc-a531-fda807ed7640","source_url":"https://github.com/QwenLM/qwen-code/releases/tag/dsw-swe-full-async-poc-20260724-2c5ad4a5d0-r2","title":"QwenLM/qwen-code dsw-swe-full-async-poc-20260724-2c5ad4a5d0-r2","context":"QwenLM/qwen-code","kind":{"key":"release","label":"Release"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-07-24T07:40:45+00:00","first_seen_at":"2026-07-25T07:00:42.849119+00:00","date_source":"source"},{"id":"8f0e870e-4ae4-4999-8820-355d668df6e8","url":"https://onlylabs.fyi/signals/8f0e870e-4ae4-4999-8820-355d668df6e8","source_url":"https://github.com/QwenLM/qwen-code/releases/tag/dsw-swe-full-async-poc-20260724-2c5ad4a5d0","title":"QwenLM/qwen-code dsw-swe-full-async-poc-20260724-2c5ad4a5d0","context":"QwenLM/qwen-code","kind":{"key":"release","label":"Release"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-07-24T07:38:35+00:00","first_seen_at":"2026-07-25T07:00:42.849119+00:00","date_source":"source"}]}