{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/finops-toolkit v0.11","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/b9629a5a-f8f8-4546-97f2-0f1ac64a5e18","json_url":"https://onlylabs.fyi/signals/b9629a5a-f8f8-4546-97f2-0f1ac64a5e18/signal.json","generated_at":"2026-06-26T23:26:01.521Z","evidence_latest_fetched_at":"2026-06-17T07:02:51.453531+00:00","signal_first_seen_at":"2026-06-17T07:01:25.504128+00:00","org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/microsoft","dossier_json_url":"https://onlylabs.fyi/labs/microsoft/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/b9629a5a-f8f8-4546-97f2-0f1ac64a5e18","signal_json":"https://onlylabs.fyi/signals/b9629a5a-f8f8-4546-97f2-0f1ac64a5e18/signal.json","source":"https://github.com/microsoft/finops-toolkit/releases/tag/v0.11","lab_dossier":"https://onlylabs.fyi/labs/microsoft","lab_dossier_json":"https://onlylabs.fyi/labs/microsoft/dossier.json","analysis":"https://onlylabs.fyi/analysis/microsoft","analysis_json":"https://onlylabs.fyi/analysis/microsoft/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/microsoft/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":"Microsoft published microsoft/finops-toolkit v0.11 (microsoft/finops-toolkit). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine minor toolkit release by Microsoft. · May 2025 (v0.11) Repository: microsoft/finops-toolkit Tag: v0.11 Published: 2025-06-02T03:47:18Z Prerelease: no Release notes: 🆕 New in May 2025 - 🏦 [FinOps.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/microsoft/finops-toolkit/releases/tag/v0.11","source_host":"github.com","occurred_at":"2025-06-02T03:47:18+00:00","first_seen_at":"2026-06-17T07:01:25.504128+00:00","date_source":"source","context":"microsoft/finops-toolkit"},"context_markers":[{"label":"Lab","value":"Microsoft","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"microsoft/finops-toolkit","source":"source"},{"label":"Release","value":"May 2025 (v0.11)","source":"source"},{"label":"Notability","value":"Routine minor 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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/b9629a5a-f8f8-4546-97f2-0f1ac64a5e18/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/finops-toolkit/releases/tag/v0.11","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/microsoft/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/microsoft/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 Microsoft's release signal \"microsoft/finops-toolkit v0.11\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/finops-toolkit v0.11","text":"Microsoft released microsoft/finops-toolkit v0.11."},{"subject":"microsoft/finops-toolkit v0.11","predicate":"is classified as","object":"release signal","text":"microsoft/finops-toolkit v0.11 is classified as release signal."},{"subject":"microsoft/finops-toolkit v0.11","predicate":"belongs to","object":"releases desk","text":"microsoft/finops-toolkit v0.11 belongs to releases desk."},{"subject":"microsoft/finops-toolkit v0.11","predicate":"has context","object":"microsoft/finops-toolkit","text":"microsoft/finops-toolkit v0.11 has context microsoft/finops-toolkit."},{"subject":"microsoft/finops-toolkit v0.11","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/finops-toolkit v0.11 has evidence coverage 1 captured 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host","object":"github.com","text":"microsoft/finops-toolkit v0.11 has source host github.com."},{"subject":"microsoft/finops-toolkit v0.11","predicate":"has lab","object":"Microsoft","text":"microsoft/finops-toolkit v0.11 has lab Microsoft."},{"subject":"microsoft/finops-toolkit v0.11","predicate":"has signal desk","object":"releases","text":"microsoft/finops-toolkit v0.11 has signal desk releases."},{"subject":"microsoft/finops-toolkit v0.11","predicate":"has source host","object":"github.com","text":"microsoft/finops-toolkit v0.11 has source host github.com."},{"subject":"microsoft/finops-toolkit v0.11","predicate":"has repository","object":"microsoft/finops-toolkit","text":"microsoft/finops-toolkit v0.11 has repository microsoft/finops-toolkit."},{"subject":"microsoft/finops-toolkit v0.11","predicate":"has release","object":"May 2025 (v0.11)","text":"microsoft/finops-toolkit v0.11 has release May 2025 (v0.11)."},{"subject":"microsoft/finops-toolkit v0.11","predicate":"has notability","object":"Routine minor toolkit release by Microsoft.","text":"microsoft/finops-toolkit v0.11 has notability Routine minor toolkit release by Microsoft.."},{"subject":"microsoft/finops-toolkit v0.11","predicate":"has watch term","object":"Agents and tool use","text":"microsoft/finops-toolkit v0.11 has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/finops-toolkit v0.11 (microsoft/finops-toolkit). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine minor toolkit release by Microsoft. · May 2025 (v0.11) Repository: microsoft/finops-toolkit Tag: v0.11 Published: 2025-06-02T03:47:18Z Prerelease: no Release notes: 🆕 New in May 2025 - 🏦 [FinOps.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/finops-toolkit v0.11","text":"Microsoft released microsoft/finops-toolkit v0.11."},{"subject":"microsoft/finops-toolkit v0.11","predicate":"is classified as","object":"release signal","text":"microsoft/finops-toolkit v0.11 is classified as release signal."},{"subject":"microsoft/finops-toolkit v0.11","predicate":"belongs to","object":"releases desk","text":"microsoft/finops-toolkit v0.11 belongs to releases desk."},{"subject":"microsoft/finops-toolkit v0.11","predicate":"has context","object":"microsoft/finops-toolkit","text":"microsoft/finops-toolkit v0.11 has context microsoft/finops-toolkit."},{"subject":"microsoft/finops-toolkit v0.11","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/finops-toolkit v0.11 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"b9629a5a-f8f8-4546-97f2-0f1ac64a5e18","url":"https://onlylabs.fyi/signals/b9629a5a-f8f8-4546-97f2-0f1ac64a5e18","json_url":"https://onlylabs.fyi/signals/b9629a5a-f8f8-4546-97f2-0f1ac64a5e18/signal.json","source_url":"https://github.com/microsoft/finops-toolkit/releases/tag/v0.11","title":"microsoft/finops-toolkit v0.11","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/finops-toolkit","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2025-06-02T03:47:18+00:00","first_seen_at":"2026-06-17T07:01:25.504128+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/microsoft/finops-toolkit/releases/tag/v0.11"]},"facets":{"repo":"microsoft/finops-toolkit"},"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/microsoft/finops-toolkit/releases/tag/v0.11","final_url":"https://github.com/microsoft/finops-toolkit/releases/tag/v0.11","title":"microsoft/finops-toolkit v0.11","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-17T07:02:51.453531+00:00","bytes":42366,"raw_path":"cac07dfd6bc68c207011786933169ab2ec08f137aeb36abf23a23a1bb5fced3d.json","content_hash":"b97e44d4f78b23ccffe608bd3ffd0c1e67ff2f00309e9258dfad9ba317d46497","excerpt_chars":1200,"truncated":true,"excerpt":"May 2025 (v0.11) Repository: microsoft/finops-toolkit Tag: v0.11 Published: 2025-06-02T03:47:18Z Prerelease: no Release notes: 🆕 New in May 2025 - 🏦 [FinOps hubs](https://aka.ms/finops/hubs) added support for GitHub Copilot and other AI agents. - 📊 [Power BI reports](https://aka.ms/ftk/pbi) added a new Invoicing and chargeback report, new Commitment discount utilization and resources pages in Rate optimization, and a new Usage analysis page in the Cost summary report. ℹ️ Updated - 📗 [Implementing FinOps guide](https://aka.ms/ftk/guide) updated FOCUS conformance documentation. - 🏦 [FinOps hubs](https://aka.ms/finops/hubs) updated documentation, added data quality improvements, and had various other small fixes and improvements. - 📊 [Power BI reports](https://aka.ms/ftk/pbi) fixed a display bug where the Summary chart in the Cost summary report showed different numbers than the KPIs. - 🔔 [FinOps alerts](https://aka.ms/ftk/alerts) added optional deployment telemetry to track usage and identify potential bugs. - 🔍 [Azure Optimization Engine](https://microsoft.github.io/finops-toolkit/optimization-engine) had a minor update for a deprecated API version. - 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