{"schema_version":"onlylabs.public_signal.v1","title":"DeepSeek Release: deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3","description":"DeepSeek release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/5f700992-f42c-463f-add1-e7183c8e66ed","json_url":"https://onlylabs.fyi/signals/5f700992-f42c-463f-add1-e7183c8e66ed/signal.json","generated_at":"2026-10-24T20:19:30.825Z","evidence_latest_fetched_at":"2026-10-24T07:04:09.735022+00:00","signal_first_seen_at":"2026-10-24T07:00:40.582244+00:00","org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/deepseek","dossier_json_url":"https://onlylabs.fyi/labs/deepseek/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/5f700992-f42c-463f-add1-e7183c8e66ed","signal_json":"https://onlylabs.fyi/signals/5f700992-f42c-463f-add1-e7183c8e66ed/signal.json","source":"https://github.com/deepseek-ai/deepseek-harness/releases/tag/dsh-v0.2.1-rc.3","lab_dossier":"https://onlylabs.fyi/labs/deepseek","lab_dossier_json":"https://onlylabs.fyi/labs/deepseek/dossier.json","analysis":"https://onlylabs.fyi/analysis/deepseek","analysis_json":"https://onlylabs.fyi/analysis/deepseek/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/deepseek/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":"DeepSeek published deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3 (deepseek-ai/deepseek-harness). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v0.2.1-rc.3 Repository: deepseek-ai/deepseek-harness Tag: dsh-v0.2.1-rc.3 Published: 2026-10-23T15:26:39Z Prerelease: yes Release notes: [中文](#cn-v0.2.1-rc.3-community).... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/deepseek-ai/deepseek-harness/releases/tag/dsh-v0.2.1-rc.3","source_host":"github.com","occurred_at":"2026-10-23T15:26:39+00:00","first_seen_at":"2026-10-24T07:00:40.582244+00:00","date_source":"source","context":"deepseek-ai/deepseek-harness"},"context_markers":[{"label":"Lab","value":"DeepSeek","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"deepseek-ai/deepseek-harness","source":"source"},{"label":"Release","value":"v0.2.1-rc.3","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/deepseek-ai/deepseek-harness/releases/tag/dsh-v0.2.1-rc.3"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-10-24T07:04:09.735022+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/5f700992-f42c-463f-add1-e7183c8e66ed/signal.json","dossier_json":"https://onlylabs.fyi/labs/deepseek/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/deepseek/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/deepseek/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/5f700992-f42c-463f-add1-e7183c8e66ed/signal.json","required":true},{"label":"source","url":"https://github.com/deepseek-ai/deepseek-harness/releases/tag/dsh-v0.2.1-rc.3","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/deepseek/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/deepseek/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 DeepSeek's release signal \"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3\" for frontier lab strategy."},"semantic_triples":[{"subject":"DeepSeek","predicate":"released","object":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3","text":"DeepSeek released deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3."},{"subject":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3","predicate":"is classified as","object":"release signal","text":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3 is classified as release signal."},{"subject":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3","predicate":"belongs to","object":"releases desk","text":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3 belongs to releases desk."},{"subject":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3","predicate":"has context","object":"deepseek-ai/deepseek-harness","text":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3 has context deepseek-ai/deepseek-harness."},{"subject":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3 has evidence coverage 1 captured evidence page."},{"subject":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3","predicate":"has captured page count","object":"1","text":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3 has captured page count 1."},{"subject":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3","predicate":"has readable page count","object":"1","text":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3 has readable page count 1."},{"subject":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3","predicate":"has related signal count","object":"6","text":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3 has related signal count 6."},{"subject":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3","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":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3","predicate":"has source host","object":"github.com","text":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3 has source host github.com."},{"subject":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3","predicate":"has lab","object":"DeepSeek","text":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3 has lab DeepSeek."},{"subject":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3","predicate":"has signal desk","object":"releases","text":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3 has signal desk releases."},{"subject":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3","predicate":"has source host","object":"github.com","text":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3 has source host github.com."},{"subject":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3","predicate":"has repository","object":"deepseek-ai/deepseek-harness","text":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3 has repository deepseek-ai/deepseek-harness."},{"subject":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3","predicate":"has release","object":"v0.2.1-rc.3","text":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3 has release v0.2.1-rc.3."}]},"intelligence":{"signal_desk":"releases","answer":"DeepSeek published deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3 (deepseek-ai/deepseek-harness). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v0.2.1-rc.3 Repository: deepseek-ai/deepseek-harness Tag: dsh-v0.2.1-rc.3 Published: 2026-10-23T15:26:39Z Prerelease: yes Release notes: [中文](#cn-v0.2.1-rc.3-community).... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"DeepSeek","predicate":"released","object":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3","text":"DeepSeek released deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3."},{"subject":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3","predicate":"is classified as","object":"release signal","text":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3 is classified as release signal."},{"subject":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3","predicate":"belongs to","object":"releases desk","text":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3 belongs to releases desk."},{"subject":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3","predicate":"has context","object":"deepseek-ai/deepseek-harness","text":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3 has context deepseek-ai/deepseek-harness."},{"subject":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"5f700992-f42c-463f-add1-e7183c8e66ed","url":"https://onlylabs.fyi/signals/5f700992-f42c-463f-add1-e7183c8e66ed","json_url":"https://onlylabs.fyi/signals/5f700992-f42c-463f-add1-e7183c8e66ed/signal.json","source_url":"https://github.com/deepseek-ai/deepseek-harness/releases/tag/dsh-v0.2.1-rc.3","title":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3","summary":"DeepSeek published release notes. onlylabs watches releases for what actually shipped.","context":"deepseek-ai/deepseek-harness","kind":{"key":"release","label":"Release"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2026-10-23T15:26:39+00:00","first_seen_at":"2026-10-24T07:00:40.582244+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/deepseek-ai/deepseek-harness/releases/tag/dsh-v0.2.1-rc.3"]},"facets":{"repo":"deepseek-ai/deepseek-harness"},"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/deepseek-ai/deepseek-harness/releases/tag/dsh-v0.2.1-rc.3","final_url":"https://github.com/deepseek-ai/deepseek-harness/releases/tag/dsh-v0.2.1-rc.3","title":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.3","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-10-24T07:04:09.735022+00:00","bytes":3616,"raw_path":"d426f67671c9525f58dc4dc8602cdcf0d98424c43aaad9bfb087c873647dec20.json","content_hash":"1ceecff5d29cd46843c9ea784da7e77c252994248ef243bbc530f7ed2e137377","excerpt_chars":1200,"truncated":false,"excerpt":"v0.2.1-rc.3 Repository: deepseek-ai/deepseek-harness Tag: dsh-v0.2.1-rc.3 Published: 2026-10-23T15:26:39Z Prerelease: yes Release notes: [中文](#cn-v0.2.1-rc.3-community) | [English](#en-v0.2.1-rc.3-community) 体验优化 - 新增左侧栏、会话视图和右侧栏的「更多」菜单，方便浏览和创建插件。 @Yifffan, @imccyu - 修复切换会话后，点击「新会话」找不回未发送草稿的问题。 @imccyu 其他变更 - DeepSeek API Key 适配器的模型列表更新方式与账号登录模式保持一致。 @LegGasai Improvements - Add More menus to the left sidebar, conversation views, and right sidebar for browsing and creating plugins. by @Yifffan, @imccyu - Fix New Session losing an unsent draft after switching sessions. by @imccyu Chores - The DeepSeek API key adapter now updates its model list the same way as account sign-in. by @LegGasai Full Changelog: [dsh-v0.2.1-rc.2...dsh-v0.2.1-rc.3](https://github.com/deepseek-ai/deepseek-harness/compare/dsh-v0.2.1-rc.2...dsh-v0.2.1-rc.3)"},"evidence_pages":[],"related_signals":[{"id":"47781ae0-0839-4ebe-8e2c-14ebbd8c0c17","url":"https://onlylabs.fyi/signals/47781ae0-0839-4ebe-8e2c-14ebbd8c0c17","source_url":"https://github.com/deepseek-ai/deepseek-harness/releases/tag/dsh-v0.2.1-rc.2","title":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.2","context":"deepseek-ai/deepseek-harness","kind":{"key":"release","label":"Release"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2026-10-17T08:16:33+00:00","first_seen_at":"2026-10-18T07:00:38.488899+00:00","date_source":"source"},{"id":"c0bd7812-6456-472d-a888-0b234412dc03","url":"https://onlylabs.fyi/signals/c0bd7812-6456-472d-a888-0b234412dc03","source_url":"https://github.com/deepseek-ai/deepseek-harness/releases/tag/dsh-v0.2.1-rc.1","title":"deepseek-ai/deepseek-harness dsh-v0.2.1-rc.1","context":"deepseek-ai/deepseek-harness","kind":{"key":"release","label":"Release"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2026-10-17T05:22:10+00:00","first_seen_at":"2026-10-17T07:00:39.608183+00:00","date_source":"source"},{"id":"574bf99c-62ae-4fdc-ae0f-f4ae9d1fb880","url":"https://onlylabs.fyi/signals/574bf99c-62ae-4fdc-ae0f-f4ae9d1fb880","source_url":"https://github.com/deepseek-ai/deepseek-harness/releases/tag/dsh-v0.2.1-alpha.5","title":"deepseek-ai/deepseek-harness dsh-v0.2.1-alpha.5","context":"deepseek-ai/deepseek-harness","kind":{"key":"release","label":"Release"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2026-10-16T12:23:28+00:00","first_seen_at":"2026-10-17T07:00:39.608183+00:00","date_source":"source"},{"id":"1ee2ac9d-230a-4e27-b9e8-992e760a2aa3","url":"https://onlylabs.fyi/signals/1ee2ac9d-230a-4e27-b9e8-992e760a2aa3","source_url":"https://github.com/deepseek-ai/deepseek-harness/releases/tag/dsh-v0.2.1-alpha.4","title":"deepseek-ai/deepseek-harness dsh-v0.2.1-alpha.4","context":"deepseek-ai/deepseek-harness","kind":{"key":"release","label":"Release"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2026-10-15T13:40:02+00:00","first_seen_at":"2026-10-16T07:00:39.736078+00:00","date_source":"source"},{"id":"166def52-1b62-4268-8260-7a41dbf71a6f","url":"https://onlylabs.fyi/signals/166def52-1b62-4268-8260-7a41dbf71a6f","source_url":"https://github.com/deepseek-ai/deepseek-harness/releases/tag/dsh-v0.2.1-alpha.3","title":"deepseek-ai/deepseek-harness dsh-v0.2.1-alpha.3","context":"deepseek-ai/deepseek-harness","kind":{"key":"release","label":"Release"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2026-10-14T13:32:15+00:00","first_seen_at":"2026-10-15T07:00:40.140702+00:00","date_source":"source"},{"id":"3271e2a9-78a6-41c0-9d56-134d9740447b","url":"https://onlylabs.fyi/signals/3271e2a9-78a6-41c0-9d56-134d9740447b","source_url":"https://github.com/deepseek-ai/deepseek-harness/releases/tag/dsh-v0.2.1-alpha.2","title":"deepseek-ai/deepseek-harness dsh-v0.2.1-alpha.2","context":"deepseek-ai/deepseek-harness","kind":{"key":"release","label":"Release"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2026-10-09T11:09:26+00:00","first_seen_at":"2026-10-10T07:00:40.254083+00:00","date_source":"source"}]}