{"schema_version":"onlylabs.public_signal.v1","title":"Mistral AI Release: mistralai/mistral-vibe v2.23.0","description":"Mistral AI release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/baec1c3a-3ec4-4b31-8a84-175eb752264e","json_url":"https://onlylabs.fyi/signals/baec1c3a-3ec4-4b31-8a84-175eb752264e/signal.json","generated_at":"2026-07-30T01:22:27.313Z","evidence_latest_fetched_at":"2026-07-29T07:02:59.894308+00:00","signal_first_seen_at":"2026-07-29T07:01:22.135751+00:00","org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/mistral","dossier_json_url":"https://onlylabs.fyi/labs/mistral/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/baec1c3a-3ec4-4b31-8a84-175eb752264e","signal_json":"https://onlylabs.fyi/signals/baec1c3a-3ec4-4b31-8a84-175eb752264e/signal.json","source":"https://github.com/mistralai/mistral-vibe/releases/tag/v2.23.0","lab_dossier":"https://onlylabs.fyi/labs/mistral","lab_dossier_json":"https://onlylabs.fyi/labs/mistral/dossier.json","analysis":"https://onlylabs.fyi/analysis/mistral","analysis_json":"https://onlylabs.fyi/analysis/mistral/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/mistral/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":"Mistral AI published mistralai/mistral-vibe v2.23.0 (mistralai/mistral-vibe). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v2.23.0 Repository: mistralai/mistral-vibe Tag: v2.23.0 Published: 2026-07-28T14:44:37Z Prerelease: no Release notes: Added - [A/B testing] OS-native managed shell tools.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/mistralai/mistral-vibe/releases/tag/v2.23.0","source_host":"github.com","occurred_at":"2026-07-28T14:44:37+00:00","first_seen_at":"2026-07-29T07:01:22.135751+00:00","date_source":"source","context":"mistralai/mistral-vibe"},"context_markers":[{"label":"Lab","value":"Mistral AI","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"mistralai/mistral-vibe","source":"source"},{"label":"Release","value":"v2.23.0","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/mistralai/mistral-vibe/releases/tag/v2.23.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-07-29T07:02:59.894308+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/baec1c3a-3ec4-4b31-8a84-175eb752264e/signal.json","dossier_json":"https://onlylabs.fyi/labs/mistral/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/mistral/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/mistral/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/baec1c3a-3ec4-4b31-8a84-175eb752264e/signal.json","required":true},{"label":"source","url":"https://github.com/mistralai/mistral-vibe/releases/tag/v2.23.0","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/mistral/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/mistral/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 Mistral AI's release signal \"mistralai/mistral-vibe v2.23.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Mistral AI","predicate":"released","object":"mistralai/mistral-vibe v2.23.0","text":"Mistral AI released mistralai/mistral-vibe v2.23.0."},{"subject":"mistralai/mistral-vibe v2.23.0","predicate":"is classified as","object":"release signal","text":"mistralai/mistral-vibe v2.23.0 is classified as release signal."},{"subject":"mistralai/mistral-vibe v2.23.0","predicate":"belongs to","object":"releases desk","text":"mistralai/mistral-vibe v2.23.0 belongs to releases desk."},{"subject":"mistralai/mistral-vibe v2.23.0","predicate":"has context","object":"mistralai/mistral-vibe","text":"mistralai/mistral-vibe v2.23.0 has context mistralai/mistral-vibe."},{"subject":"mistralai/mistral-vibe v2.23.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"mistralai/mistral-vibe v2.23.0 has evidence coverage 1 captured evidence page."},{"subject":"mistralai/mistral-vibe v2.23.0","predicate":"has captured page count","object":"1","text":"mistralai/mistral-vibe v2.23.0 has captured page count 1."},{"subject":"mistralai/mistral-vibe v2.23.0","predicate":"has readable page count","object":"1","text":"mistralai/mistral-vibe v2.23.0 has readable page count 1."},{"subject":"mistralai/mistral-vibe v2.23.0","predicate":"has related signal count","object":"6","text":"mistralai/mistral-vibe v2.23.0 has related signal count 6."},{"subject":"mistralai/mistral-vibe v2.23.0","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":"mistralai/mistral-vibe v2.23.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"mistralai/mistral-vibe v2.23.0","predicate":"has source host","object":"github.com","text":"mistralai/mistral-vibe v2.23.0 has source host github.com."},{"subject":"mistralai/mistral-vibe v2.23.0","predicate":"has lab","object":"Mistral AI","text":"mistralai/mistral-vibe v2.23.0 has lab Mistral AI."},{"subject":"mistralai/mistral-vibe v2.23.0","predicate":"has signal desk","object":"releases","text":"mistralai/mistral-vibe v2.23.0 has signal desk releases."},{"subject":"mistralai/mistral-vibe v2.23.0","predicate":"has source host","object":"github.com","text":"mistralai/mistral-vibe v2.23.0 has source host github.com."},{"subject":"mistralai/mistral-vibe v2.23.0","predicate":"has repository","object":"mistralai/mistral-vibe","text":"mistralai/mistral-vibe v2.23.0 has repository mistralai/mistral-vibe."},{"subject":"mistralai/mistral-vibe v2.23.0","predicate":"has release","object":"v2.23.0","text":"mistralai/mistral-vibe v2.23.0 has release v2.23.0."},{"subject":"mistralai/mistral-vibe v2.23.0","predicate":"has watch term","object":"Agents and tool use","text":"mistralai/mistral-vibe v2.23.0 has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"releases","answer":"Mistral AI published mistralai/mistral-vibe v2.23.0 (mistralai/mistral-vibe). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v2.23.0 Repository: mistralai/mistral-vibe Tag: v2.23.0 Published: 2026-07-28T14:44:37Z Prerelease: no Release notes: Added - [A/B testing] OS-native managed shell tools.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Mistral AI","predicate":"released","object":"mistralai/mistral-vibe v2.23.0","text":"Mistral AI released mistralai/mistral-vibe v2.23.0."},{"subject":"mistralai/mistral-vibe v2.23.0","predicate":"is classified as","object":"release signal","text":"mistralai/mistral-vibe v2.23.0 is classified as release signal."},{"subject":"mistralai/mistral-vibe v2.23.0","predicate":"belongs to","object":"releases desk","text":"mistralai/mistral-vibe v2.23.0 belongs to releases desk."},{"subject":"mistralai/mistral-vibe v2.23.0","predicate":"has context","object":"mistralai/mistral-vibe","text":"mistralai/mistral-vibe v2.23.0 has context mistralai/mistral-vibe."},{"subject":"mistralai/mistral-vibe v2.23.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"mistralai/mistral-vibe v2.23.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"baec1c3a-3ec4-4b31-8a84-175eb752264e","url":"https://onlylabs.fyi/signals/baec1c3a-3ec4-4b31-8a84-175eb752264e","json_url":"https://onlylabs.fyi/signals/baec1c3a-3ec4-4b31-8a84-175eb752264e/signal.json","source_url":"https://github.com/mistralai/mistral-vibe/releases/tag/v2.23.0","title":"mistralai/mistral-vibe v2.23.0","summary":"Mistral AI published release notes. onlylabs watches releases for what actually shipped.","context":"mistralai/mistral-vibe","kind":{"key":"release","label":"Release"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2026-07-28T14:44:37+00:00","first_seen_at":"2026-07-29T07:01:22.135751+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/mistralai/mistral-vibe/releases/tag/v2.23.0"]},"facets":{"repo":"mistralai/mistral-vibe"},"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/mistralai/mistral-vibe/releases/tag/v2.23.0","final_url":"https://github.com/mistralai/mistral-vibe/releases/tag/v2.23.0","title":"mistralai/mistral-vibe v2.23.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-07-29T07:02:59.894308+00:00","bytes":24775,"raw_path":"32d254faec17cd30b37155a9150857b9ee0e27675385493a9427d4031823f3b8.json","content_hash":"1e9e8c9547e1af50e8cf8cd7b4100d77e913803713a696c938cb65ff5f4d8b43","excerpt_chars":1200,"truncated":true,"excerpt":"v2.23.0 Repository: mistralai/mistral-vibe Tag: v2.23.0 Published: 2026-07-28T14:44:37Z Prerelease: no Release notes: Added - [A/B testing] OS-native managed shell tools - `vibe mcp add` and `vibe mcp remove` commands to add and remove remote MCP servers without editing TOML - Auto theme that follows terminal/OS appearance - ACP project links surface for desktop integration - Dense, grouped tool-call rendering in the TUI Changed - Trust dialog now defaults to \"Trust folder\" and is simplified - Tool descriptions compressed to reduce context bloat - Smoother, faster scrolling in long conversations - Fixed unnecessary textual relayout computation on constant-size animation frames, removing lag spikes - Major internal refactor introducing a JSON-RPC 2.0 app server as the single runtime owner between delivery surfaces (TUI, `-p`, ACP) and the core engine, replacing direct `AgentLoop`/callback coupling with a typed, projected protocol Fixed - Option+Left/Right word navigation in the chat input - Unsigned thinking blocks dropped on backend replay - SGR mouse protocol renegotiated when the emulator sends x10 bytes - Crash on `/resume` delete confirmation - Empty mapping treated as absent..."},"evidence_pages":[],"related_signals":[{"id":"e76fe96b-9a17-4492-a190-26200fbc536a","url":"https://onlylabs.fyi/signals/e76fe96b-9a17-4492-a190-26200fbc536a","source_url":"https://github.com/mistralai/mistral-vibe/releases/tag/v2.23.1","title":"mistralai/mistral-vibe v2.23.1","context":"mistralai/mistral-vibe","kind":{"key":"release","label":"Release"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2026-07-28T17:10:19+00:00","first_seen_at":"2026-07-29T07:01:22.135751+00:00","date_source":"source"},{"id":"56c63452-dd42-4bef-aa95-2bb1d726641c","url":"https://onlylabs.fyi/signals/56c63452-dd42-4bef-aa95-2bb1d726641c","source_url":"https://github.com/mistralai/client-python/releases/tag/v2.8.0","title":"mistralai/client-python v2.8.0","context":"mistralai/client-python","kind":{"key":"release","label":"Release"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2026-07-28T15:17:21+00:00","first_seen_at":"2026-07-29T07:01:22.135751+00:00","date_source":"source"},{"id":"6a7c032e-a073-4975-a7ae-2845a441cdbb","url":"https://onlylabs.fyi/signals/6a7c032e-a073-4975-a7ae-2845a441cdbb","source_url":"https://github.com/mistralai/client-python/releases/tag/v2.7.2","title":"mistralai/client-python v2.7.2","context":"mistralai/client-python","kind":{"key":"release","label":"Release"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2026-07-24T13:06:58+00:00","first_seen_at":"2026-07-25T07:00:30.831067+00:00","date_source":"source"},{"id":"db9a33ed-9abc-4279-8d00-f66bbcfff366","url":"https://onlylabs.fyi/signals/db9a33ed-9abc-4279-8d00-f66bbcfff366","source_url":"https://github.com/mistralai/mistral-common/releases/tag/v1.11.7","title":"mistralai/mistral-common v1.11.7","context":"mistralai/mistral-common","kind":{"key":"release","label":"Release"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2026-07-23T09:24:19+00:00","first_seen_at":"2026-07-24T07:00:31.678661+00:00","date_source":"source"},{"id":"3fb59033-bef4-410c-a4ff-be8d3fd0b826","url":"https://onlylabs.fyi/signals/3fb59033-bef4-410c-a4ff-be8d3fd0b826","source_url":"https://github.com/mistralai/mistral-vibe/releases/tag/v2.22.0","title":"mistralai/mistral-vibe v2.22.0","context":"mistralai/mistral-vibe","kind":{"key":"release","label":"Release"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2026-07-21T15:22:54+00:00","first_seen_at":"2026-07-22T07:00:31.192844+00:00","date_source":"source"},{"id":"dd4d4e1d-b59b-4b6f-896c-52a3ee8f9ccb","url":"https://onlylabs.fyi/signals/dd4d4e1d-b59b-4b6f-896c-52a3ee8f9ccb","source_url":"https://github.com/mistralai/client-python/releases/tag/v2.7.1","title":"mistralai/client-python v2.7.1","context":"mistralai/client-python","kind":{"key":"release","label":"Release"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2026-07-21T13:12:53+00:00","first_seen_at":"2026-07-22T07:00:31.192844+00:00","date_source":"source"}]}