{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/finops-toolkit v0.10","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/a61d5c25-5dfa-4488-a0ec-4f5e47348a1f","json_url":"https://onlylabs.fyi/signals/a61d5c25-5dfa-4488-a0ec-4f5e47348a1f/signal.json","generated_at":"2026-06-27T00:36:03.809Z","evidence_latest_fetched_at":"2026-06-17T07:02:51.874438+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/a61d5c25-5dfa-4488-a0ec-4f5e47348a1f","signal_json":"https://onlylabs.fyi/signals/a61d5c25-5dfa-4488-a0ec-4f5e47348a1f/signal.json","source":"https://github.com/microsoft/finops-toolkit/releases/tag/v0.10","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 v0.10 (microsoft/finops-toolkit). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine release of cost toolkit, not AI-model related. · Apr 2025 (v0.10) Repository: microsoft/finops-toolkit Tag: v0.10 Published: 2025-05-05T09:01:20Z Prerelease: no Release notes: 🆕 New in April 2025 - 📗 [Implementing.... 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/v0.10","source_host":"github.com","occurred_at":"2025-05-05T09:01:20+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":"Apr 2025 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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/a61d5c25-5dfa-4488-a0ec-4f5e47348a1f/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/finops-toolkit/releases/tag/v0.10","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 v0.10\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/finops-toolkit v0.10","text":"Microsoft released microsoft/finops-toolkit v0.10."},{"subject":"microsoft/finops-toolkit v0.10","predicate":"is classified as","object":"release signal","text":"microsoft/finops-toolkit v0.10 is classified as release signal."},{"subject":"microsoft/finops-toolkit v0.10","predicate":"belongs to","object":"releases desk","text":"microsoft/finops-toolkit v0.10 belongs to releases desk."},{"subject":"microsoft/finops-toolkit v0.10","predicate":"has context","object":"microsoft/finops-toolkit","text":"microsoft/finops-toolkit v0.10 has context microsoft/finops-toolkit."},{"subject":"microsoft/finops-toolkit v0.10","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/finops-toolkit v0.10 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/finops-toolkit v0.10","predicate":"has captured page count","object":"1","text":"microsoft/finops-toolkit v0.10 has captured page count 1."},{"subject":"microsoft/finops-toolkit v0.10","predicate":"has readable page count","object":"1","text":"microsoft/finops-toolkit v0.10 has readable page count 1."},{"subject":"microsoft/finops-toolkit v0.10","predicate":"has related signal count","object":"6","text":"microsoft/finops-toolkit v0.10 has related signal count 6."},{"subject":"microsoft/finops-toolkit v0.10","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":"microsoft/finops-toolkit v0.10 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/finops-toolkit v0.10","predicate":"has source host","object":"github.com","text":"microsoft/finops-toolkit v0.10 has source host github.com."},{"subject":"microsoft/finops-toolkit v0.10","predicate":"has lab","object":"Microsoft","text":"microsoft/finops-toolkit v0.10 has lab Microsoft."},{"subject":"microsoft/finops-toolkit v0.10","predicate":"has signal desk","object":"releases","text":"microsoft/finops-toolkit v0.10 has signal desk releases."},{"subject":"microsoft/finops-toolkit v0.10","predicate":"has source host","object":"github.com","text":"microsoft/finops-toolkit v0.10 has source host github.com."},{"subject":"microsoft/finops-toolkit v0.10","predicate":"has repository","object":"microsoft/finops-toolkit","text":"microsoft/finops-toolkit v0.10 has repository microsoft/finops-toolkit."},{"subject":"microsoft/finops-toolkit v0.10","predicate":"has release","object":"Apr 2025 (v0.10)","text":"microsoft/finops-toolkit v0.10 has release Apr 2025 (v0.10)."},{"subject":"microsoft/finops-toolkit v0.10","predicate":"has notability","object":"Routine release of cost toolkit, not AI-model related.","text":"microsoft/finops-toolkit v0.10 has notability Routine release of cost toolkit, not AI-model related.."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/finops-toolkit v0.10 (microsoft/finops-toolkit). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine release of cost toolkit, not AI-model related. · Apr 2025 (v0.10) Repository: microsoft/finops-toolkit Tag: v0.10 Published: 2025-05-05T09:01:20Z Prerelease: no Release notes: 🆕 New in April 2025 - 📗 [Implementing.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/finops-toolkit v0.10","text":"Microsoft released microsoft/finops-toolkit v0.10."},{"subject":"microsoft/finops-toolkit v0.10","predicate":"is classified as","object":"release signal","text":"microsoft/finops-toolkit v0.10 is classified as release signal."},{"subject":"microsoft/finops-toolkit v0.10","predicate":"belongs to","object":"releases desk","text":"microsoft/finops-toolkit v0.10 belongs to releases desk."},{"subject":"microsoft/finops-toolkit v0.10","predicate":"has context","object":"microsoft/finops-toolkit","text":"microsoft/finops-toolkit v0.10 has context microsoft/finops-toolkit."},{"subject":"microsoft/finops-toolkit v0.10","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/finops-toolkit v0.10 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"a61d5c25-5dfa-4488-a0ec-4f5e47348a1f","url":"https://onlylabs.fyi/signals/a61d5c25-5dfa-4488-a0ec-4f5e47348a1f","json_url":"https://onlylabs.fyi/signals/a61d5c25-5dfa-4488-a0ec-4f5e47348a1f/signal.json","source_url":"https://github.com/microsoft/finops-toolkit/releases/tag/v0.10","title":"microsoft/finops-toolkit v0.10","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":"2025-05-05T09:01:20+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/v0.10"]},"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/v0.10","final_url":"https://github.com/microsoft/finops-toolkit/releases/tag/v0.10","title":"microsoft/finops-toolkit v0.10","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-17T07:02:51.874438+00:00","bytes":39506,"raw_path":"5674af7f8933da7f235b9f9409c505f5891f5948231c82920a0d6616e6f159a8.json","content_hash":"2d0c15ee59d108d10a9b13e0c7be73421ba4ff5d4d1243534a92d3aafec4e239","excerpt_chars":1200,"truncated":true,"excerpt":"Apr 2025 (v0.10) Repository: microsoft/finops-toolkit Tag: v0.10 Published: 2025-05-05T09:01:20Z Prerelease: no Release notes: 🆕 New in April 2025 - 📗 [Implementing FinOps guide](https://aka.ms/ftk/guide) updated for FinOps Framework 2025. - 🏦 [FinOps hubs](https://aka.ms/finops/hubs) added support for Microsoft Fabric, Azure Gov, and Azure China; created a new deployment tutorial; and, added new data quality improvements. - 📊 [Power BI reports](https://aka.ms/ftk/pbi) added support for Azure Gov and Azure China. - 🖥️ [FinOps toolkit PowerShell commands](https://aka.ms/ftk/ps) added documentation for the Add-FinOpsServicePrincipal command and the Start-FinOpsCostExport -Scope parameter. - 🌐 [Open data files](https://aka.ms/ftk/data) added 1 new pricing unit, 1 new region mapping, and 39 new and 10 updated resource types. ℹ️ Updated - 🏦 [FinOps hubs](https://aka.ms/finops/hubs) restructured internal code to align to a forthcoming extensibility model and had various small fixes and improvements. - 📊 [Power BI reports](https://aka.ms/ftk/pbi) had various small fixes and improvements across all reports. - 🔔 [FinOps alerts](https://aka.ms/ftk/alerts) resolved a few small..."},"evidence_pages":[],"related_signals":[{"id":"7edfdc1b-a871-4f13-bf42-757866d037e7","url":"https://onlylabs.fyi/signals/7edfdc1b-a871-4f13-bf42-757866d037e7","source_url":"https://github.com/microsoft/azure-linux-image-tools/releases/tag/v1.5.0","title":"microsoft/azure-linux-image-tools v1.5.0","context":"microsoft/azure-linux-image-tools","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T23:29:28+00:00","first_seen_at":"2026-06-26T23:50:36.547368+00:00","date_source":"source"},{"id":"fa8f6ee5-0f3e-49dd-83b0-0217648c771e","url":"https://onlylabs.fyi/signals/fa8f6ee5-0f3e-49dd-83b0-0217648c771e","source_url":"https://github.com/microsoft/agent-host-protocol/releases/tag/v0.5.0","title":"microsoft/agent-host-protocol v0.5.0","context":"microsoft/agent-host-protocol","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T23:23:49+00:00","first_seen_at":"2026-06-26T23:50:36.547368+00:00","date_source":"source"},{"id":"9cdbc2e5-de33-4579-ba60-21735ca54836","url":"https://onlylabs.fyi/signals/9cdbc2e5-de33-4579-ba60-21735ca54836","source_url":"https://github.com/microsoft/agent-host-protocol/releases/tag/clients/go/v0.5.0","title":"microsoft/agent-host-protocol clients/go/v0.5.0","context":"microsoft/agent-host-protocol","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T23:23:24+00:00","first_seen_at":"2026-06-26T23:50:36.547368+00:00","date_source":"source"},{"id":"7e86312d-15ee-4778-8358-6e39e38e3a14","url":"https://onlylabs.fyi/signals/7e86312d-15ee-4778-8358-6e39e38e3a14","source_url":"https://github.com/microsoft/agent-host-protocol/releases/tag/spec/v0.5.0","title":"microsoft/agent-host-protocol spec/v0.5.0","context":"microsoft/agent-host-protocol","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T23:22:30+00:00","first_seen_at":"2026-06-26T23:50:36.547368+00:00","date_source":"source"},{"id":"c211d32e-594f-4498-aa88-35f06c397f59","url":"https://onlylabs.fyi/signals/c211d32e-594f-4498-aa88-35f06c397f59","source_url":"https://github.com/microsoft/project-osmos/releases/tag/v0.4.4","title":"microsoft/project-osmos v0.4.4","context":"microsoft/project-osmos","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T22:48:30+00:00","first_seen_at":"2026-06-26T23:50:36.665541+00:00","date_source":"source"},{"id":"a899db64-6fbb-40d1-b69e-d9ae58843c51","url":"https://onlylabs.fyi/signals/a899db64-6fbb-40d1-b69e-d9ae58843c51","source_url":"https://github.com/microsoft/vcpkg/releases/tag/2026.06.24","title":"microsoft/vcpkg 2026.06.24","context":"microsoft/vcpkg","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T22:24:29+00:00","first_seen_at":"2026-06-26T23:50:36.665541+00:00","date_source":"source"}]}