{"schema_version":"onlylabs.public_signal.v1","title":"Zhipu AI (GLM) Release: zai-org/ZCode v3.14.3","description":"Zhipu AI (GLM) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/5828c601-05f3-4cc1-a528-51e8dd849264","json_url":"https://onlylabs.fyi/signals/5828c601-05f3-4cc1-a528-51e8dd849264/signal.json","generated_at":"2026-10-12T17:41:04.440Z","evidence_latest_fetched_at":"2026-09-25T07:03:22.791402+00:00","signal_first_seen_at":"2026-09-25T07:00:50.051747+00:00","org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/zhipu","dossier_json_url":"https://onlylabs.fyi/labs/zhipu/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/5828c601-05f3-4cc1-a528-51e8dd849264","signal_json":"https://onlylabs.fyi/signals/5828c601-05f3-4cc1-a528-51e8dd849264/signal.json","source":"https://github.com/zai-org/ZCode/releases/tag/v3.14.3","lab_dossier":"https://onlylabs.fyi/labs/zhipu","lab_dossier_json":"https://onlylabs.fyi/labs/zhipu/dossier.json","analysis":"https://onlylabs.fyi/analysis/zhipu","analysis_json":"https://onlylabs.fyi/analysis/zhipu/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/zhipu/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":"Zhipu AI (GLM) published zai-org/ZCode v3.14.3 (zai-org/ZCode). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v3.14.3 Repository: zai-org/ZCode Tag: v3.14.3 Published: 2026-09-24T10:54:12Z Prerelease: no Release notes: feat: update v3.14.3 - The concurrency limit of a running.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/zai-org/ZCode/releases/tag/v3.14.3","source_host":"github.com","occurred_at":"2026-09-24T10:54:12+00:00","first_seen_at":"2026-09-25T07:00:50.051747+00:00","date_source":"source","context":"zai-org/ZCode"},"context_markers":[{"label":"Lab","value":"Zhipu AI (GLM)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"zai-org/ZCode","source":"source"},{"label":"Release","value":"v3.14.3","source":"source"},{"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/zai-org/ZCode/releases/tag/v3.14.3"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-09-25T07:03:22.791402+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/5828c601-05f3-4cc1-a528-51e8dd849264/signal.json","dossier_json":"https://onlylabs.fyi/labs/zhipu/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/zhipu/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/zhipu/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/5828c601-05f3-4cc1-a528-51e8dd849264/signal.json","required":true},{"label":"source","url":"https://github.com/zai-org/ZCode/releases/tag/v3.14.3","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/zhipu/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/zhipu/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 Zhipu AI (GLM)'s release signal \"zai-org/ZCode v3.14.3\" for frontier lab strategy."},"semantic_triples":[{"subject":"Zhipu AI (GLM)","predicate":"released","object":"zai-org/ZCode v3.14.3","text":"Zhipu AI (GLM) released zai-org/ZCode v3.14.3."},{"subject":"zai-org/ZCode v3.14.3","predicate":"is classified as","object":"release signal","text":"zai-org/ZCode v3.14.3 is classified as release signal."},{"subject":"zai-org/ZCode v3.14.3","predicate":"belongs to","object":"releases desk","text":"zai-org/ZCode v3.14.3 belongs to releases desk."},{"subject":"zai-org/ZCode v3.14.3","predicate":"has context","object":"zai-org/ZCode","text":"zai-org/ZCode v3.14.3 has context zai-org/ZCode."},{"subject":"zai-org/ZCode v3.14.3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"zai-org/ZCode v3.14.3 has evidence coverage 1 captured evidence page."},{"subject":"zai-org/ZCode v3.14.3","predicate":"has captured page count","object":"1","text":"zai-org/ZCode v3.14.3 has captured page count 1."},{"subject":"zai-org/ZCode v3.14.3","predicate":"has readable page count","object":"1","text":"zai-org/ZCode v3.14.3 has readable page count 1."},{"subject":"zai-org/ZCode v3.14.3","predicate":"has related signal count","object":"6","text":"zai-org/ZCode v3.14.3 has related signal count 6."},{"subject":"zai-org/ZCode v3.14.3","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":"zai-org/ZCode v3.14.3 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"zai-org/ZCode v3.14.3","predicate":"has source host","object":"github.com","text":"zai-org/ZCode v3.14.3 has source host github.com."},{"subject":"zai-org/ZCode v3.14.3","predicate":"has lab","object":"Zhipu AI (GLM)","text":"zai-org/ZCode v3.14.3 has lab Zhipu AI (GLM)."},{"subject":"zai-org/ZCode v3.14.3","predicate":"has signal desk","object":"releases","text":"zai-org/ZCode v3.14.3 has signal desk releases."},{"subject":"zai-org/ZCode v3.14.3","predicate":"has source host","object":"github.com","text":"zai-org/ZCode v3.14.3 has source host github.com."},{"subject":"zai-org/ZCode v3.14.3","predicate":"has repository","object":"zai-org/ZCode","text":"zai-org/ZCode v3.14.3 has repository zai-org/ZCode."},{"subject":"zai-org/ZCode v3.14.3","predicate":"has release","object":"v3.14.3","text":"zai-org/ZCode v3.14.3 has release v3.14.3."},{"subject":"zai-org/ZCode v3.14.3","predicate":"has watch term","object":"Agents and tool use","text":"zai-org/ZCode v3.14.3 has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"releases","answer":"Zhipu AI (GLM) published zai-org/ZCode v3.14.3 (zai-org/ZCode). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v3.14.3 Repository: zai-org/ZCode Tag: v3.14.3 Published: 2026-09-24T10:54:12Z Prerelease: no Release notes: feat: update v3.14.3 - The concurrency limit of a running.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Zhipu AI (GLM)","predicate":"released","object":"zai-org/ZCode v3.14.3","text":"Zhipu AI (GLM) released zai-org/ZCode v3.14.3."},{"subject":"zai-org/ZCode v3.14.3","predicate":"is classified as","object":"release signal","text":"zai-org/ZCode v3.14.3 is classified as release signal."},{"subject":"zai-org/ZCode v3.14.3","predicate":"belongs to","object":"releases desk","text":"zai-org/ZCode v3.14.3 belongs to releases desk."},{"subject":"zai-org/ZCode v3.14.3","predicate":"has context","object":"zai-org/ZCode","text":"zai-org/ZCode v3.14.3 has context zai-org/ZCode."},{"subject":"zai-org/ZCode v3.14.3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"zai-org/ZCode v3.14.3 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"5828c601-05f3-4cc1-a528-51e8dd849264","url":"https://onlylabs.fyi/signals/5828c601-05f3-4cc1-a528-51e8dd849264","json_url":"https://onlylabs.fyi/signals/5828c601-05f3-4cc1-a528-51e8dd849264/signal.json","source_url":"https://github.com/zai-org/ZCode/releases/tag/v3.14.3","title":"zai-org/ZCode v3.14.3","summary":"Zhipu AI (GLM) published release notes. onlylabs watches releases for what actually shipped.","context":"zai-org/ZCode","kind":{"key":"release","label":"Release"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2026-09-24T10:54:12+00:00","first_seen_at":"2026-09-25T07:00:50.051747+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/zai-org/ZCode/releases/tag/v3.14.3"]},"facets":{"repo":"zai-org/ZCode"},"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/zai-org/ZCode/releases/tag/v3.14.3","final_url":"https://github.com/zai-org/ZCode/releases/tag/v3.14.3","title":"zai-org/ZCode v3.14.3","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-09-25T07:03:22.791402+00:00","bytes":6700,"raw_path":"30fbe750fa2a7a108939879f368ac95a42639f7c53b6dfd7f1c73b0d15c8081d.json","content_hash":"2c51099451c02105845c38450dc90ac4acc1a87b81311356ff216f327c00532e","excerpt_chars":1200,"truncated":false,"excerpt":"v3.14.3 Repository: zai-org/ZCode Tag: v3.14.3 Published: 2026-09-24T10:54:12Z Prerelease: no Release notes: feat: update v3.14.3 - The concurrency limit of a running workflow can now be adjusted directly, without stopping the task. - Optimized the reuse logic when modifying and restarting workflows. - Improved the real-time status display for large workflows. - Improved the efficiency of workflow script submission and modification, reducing token consumption. - Fixed an issue where workflows could cause the interface to crash in some cases. - Fixed an issue where buttons on workflow cards were sometimes pushed out of the interface. - Fixed an issue where the workflow tool took up too much context."},"evidence_pages":[],"related_signals":[{"id":"5541b874-8932-46e7-8e1e-dd66b501d08e","url":"https://onlylabs.fyi/signals/5541b874-8932-46e7-8e1e-dd66b501d08e","source_url":"https://github.com/zai-org/z-ai-sdk-java/releases/tag/0.3.5","title":"zai-org/z-ai-sdk-java 0.3.5","context":"zai-org/z-ai-sdk-java","kind":{"key":"release","label":"Release"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2026-06-16T03:14:06+00:00","first_seen_at":"2026-06-16T07:00:46.061235+00:00","date_source":"source"},{"id":"7637749c-e123-4ff7-bb7c-5bd149fde7ec","url":"https://onlylabs.fyi/signals/7637749c-e123-4ff7-bb7c-5bd149fde7ec","source_url":"https://github.com/zai-org/z-ai-sdk-python/releases/tag/v0.2.3","title":"zai-org/z-ai-sdk-python v0.2.3","context":"zai-org/z-ai-sdk-python","kind":{"key":"release","label":"Release"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2026-06-16T03:07:59+00:00","first_seen_at":"2026-06-16T07:00:46.061235+00:00","date_source":"source"},{"id":"75e7ffd2-51ae-4e6d-a779-0b41c373bc86","url":"https://onlylabs.fyi/signals/75e7ffd2-51ae-4e6d-a779-0b41c373bc86","source_url":"https://github.com/zai-org/GLM-OCR/releases/tag/v0.1.5","title":"zai-org/GLM-OCR v0.1.5","context":"zai-org/GLM-OCR","kind":{"key":"release","label":"Release"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2026-04-08T06:22:18+00:00","first_seen_at":"2026-06-05T20:58:54.761814+00:00","date_source":"source"},{"id":"d09c3460-1568-473a-bf25-074d6b0d8447","url":"https://onlylabs.fyi/signals/d09c3460-1568-473a-bf25-074d6b0d8447","source_url":"https://github.com/zai-org/GLM-OCR/releases/tag/v0.1.4","title":"zai-org/GLM-OCR v0.1.4","context":"zai-org/GLM-OCR","kind":{"key":"release","label":"Release"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2026-03-19T02:38:35+00:00","first_seen_at":"2026-06-05T20:58:54.761814+00:00","date_source":"source"},{"id":"c0a407dc-92ff-4250-be75-b49e96afc9c9","url":"https://onlylabs.fyi/signals/c0a407dc-92ff-4250-be75-b49e96afc9c9","source_url":"https://github.com/zai-org/GLM-OCR/releases/tag/v0.1.3","title":"zai-org/GLM-OCR v0.1.3","context":"zai-org/GLM-OCR","kind":{"key":"release","label":"Release"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2026-03-13T04:40:44+00:00","first_seen_at":"2026-06-05T20:58:54.761814+00:00","date_source":"source"},{"id":"42cfee6c-a9d5-4e91-8cb5-5a2e0aad8fae","url":"https://onlylabs.fyi/signals/42cfee6c-a9d5-4e91-8cb5-5a2e0aad8fae","source_url":"https://github.com/zai-org/GLM-OCR/releases/tag/v0.1.2","title":"zai-org/GLM-OCR v0.1.2","context":"zai-org/GLM-OCR","kind":{"key":"release","label":"Release"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2026-03-12T10:32:39+00:00","first_seen_at":"2026-06-05T20:58:54.761814+00:00","date_source":"source"}]}