{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/openvmm","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/c63d1505-6c0f-40ad-9b26-b1f1ca8e2e5b","json_url":"https://onlylabs.fyi/signals/c63d1505-6c0f-40ad-9b26-b1f1ca8e2e5b/signal.json","generated_at":"2026-06-11T03:56:38.987886+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/c63d1505-6c0f-40ad-9b26-b1f1ca8e2e5b","signal_json":"https://onlylabs.fyi/signals/c63d1505-6c0f-40ad-9b26-b1f1ca8e2e5b/signal.json","source":"https://github.com/microsoft/openvmm","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":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Microsoft published microsoft/openvmm (Rust). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/openvmm · language Rust · Guarded interest in OpenVMM's Rust reimplementation, with concerns about immaturity and large dependency footprint.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/microsoft/openvmm","source_host":"github.com","occurred_at":"2024-03-01T23:12:38+00:00","first_seen_at":"2026-06-06T01:49:41.740219+00:00","date_source":"source","context":"Rust"},"context_markers":[{"label":"Lab","value":"Microsoft","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"microsoft/openvmm","source":"source"},{"label":"Language","value":"Rust","source":"source"},{"label":"Stars","value":"1,842","source":"traction"},{"label":"HN","value":"Guarded interest in OpenVMM's Rust reimplementation, with concerns about immaturity and 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early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/c63d1505-6c0f-40ad-9b26-b1f1ca8e2e5b/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/openvmm","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":null,"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 repo signal \"microsoft/openvmm\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/openvmm","text":"Microsoft published repo microsoft/openvmm."},{"subject":"microsoft/openvmm","predicate":"is classified as","object":"repo signal","text":"microsoft/openvmm is classified as repo signal."},{"subject":"microsoft/openvmm","predicate":"belongs to","object":"repos desk","text":"microsoft/openvmm belongs to repos desk."},{"subject":"microsoft/openvmm","predicate":"has context","object":"Rust","text":"microsoft/openvmm has context Rust."},{"subject":"microsoft/openvmm","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/openvmm has evidence coverage 1 captured evidence page."},{"subject":"microsoft/openvmm","predicate":"has captured page count","object":"1","text":"microsoft/openvmm has captured page count 1."},{"subject":"microsoft/openvmm","predicate":"has readable page count","object":"1","text":"microsoft/openvmm has readable page count 1."},{"subject":"microsoft/openvmm","predicate":"has related signal count","object":"6","text":"microsoft/openvmm has related signal count 6."},{"subject":"microsoft/openvmm","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"microsoft/openvmm has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"microsoft/openvmm","predicate":"has source host","object":"github.com","text":"microsoft/openvmm has source host github.com."},{"subject":"microsoft/openvmm","predicate":"has lab","object":"Microsoft","text":"microsoft/openvmm has lab Microsoft."},{"subject":"microsoft/openvmm","predicate":"has signal desk","object":"repos","text":"microsoft/openvmm has signal desk repos."},{"subject":"microsoft/openvmm","predicate":"has source host","object":"github.com","text":"microsoft/openvmm has source host github.com."},{"subject":"microsoft/openvmm","predicate":"has repository","object":"microsoft/openvmm","text":"microsoft/openvmm has repository microsoft/openvmm."},{"subject":"microsoft/openvmm","predicate":"has language","object":"Rust","text":"microsoft/openvmm has language Rust."},{"subject":"microsoft/openvmm","predicate":"has stars","object":"1,842","text":"microsoft/openvmm has stars 1,842."},{"subject":"microsoft/openvmm","predicate":"has hn","object":"Guarded interest in OpenVMM's Rust reimplementation, with concerns about immaturity and large dependency footprint.","text":"microsoft/openvmm has hn Guarded interest in OpenVMM's Rust reimplementation, with concerns about immaturity and large dependency footprint.."},{"subject":"microsoft/openvmm","predicate":"has watch term","object":"Infrastructure","text":"microsoft/openvmm has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"Microsoft published microsoft/openvmm (Rust). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/openvmm · language Rust · Guarded interest in OpenVMM's Rust reimplementation, with concerns about immaturity and large dependency footprint.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/openvmm","text":"Microsoft published repo microsoft/openvmm."},{"subject":"microsoft/openvmm","predicate":"is classified as","object":"repo signal","text":"microsoft/openvmm is classified as repo signal."},{"subject":"microsoft/openvmm","predicate":"belongs to","object":"repos desk","text":"microsoft/openvmm belongs to repos desk."},{"subject":"microsoft/openvmm","predicate":"has context","object":"Rust","text":"microsoft/openvmm has context Rust."},{"subject":"microsoft/openvmm","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/openvmm has evidence coverage 1 captured evidence page."}]},"signal":{"id":"c63d1505-6c0f-40ad-9b26-b1f1ca8e2e5b","url":"https://onlylabs.fyi/signals/c63d1505-6c0f-40ad-9b26-b1f1ca8e2e5b","json_url":"https://onlylabs.fyi/signals/c63d1505-6c0f-40ad-9b26-b1f1ca8e2e5b/signal.json","source_url":"https://github.com/microsoft/openvmm","title":"microsoft/openvmm","summary":"Microsoft published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Rust","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2024-03-01T23:12:38+00:00","first_seen_at":"2026-06-06T01:49:41.740219+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/openvmm"]},"facets":{"repo":"microsoft/openvmm","language":"Rust"},"traction":{"github_stars":1842,"hn_points":171,"hn_comments":118,"hn_story_id":"41866742","hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/microsoft/openvmm","final_url":"https://github.com/microsoft/openvmm","title":"microsoft/openvmm repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:56:38.987886+00:00","bytes":10190,"raw_path":"d5f0c928610e99fcf38b42ea02b82f58328d01b4ca72f5c51334aba0a6459c25.json","content_hash":"72d8af39c60115ebb2c774712076b62347b4067208383e99bc1242542f25f0dd","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/openvmm Description: Home of OpenVMM and OpenHCL Language: Rust License: MIT Stars: 1846 Forks: 204 Open issues: 331 Created: 2024-03-01T23:12:38Z Pushed: 2026-06-11T02:16:40Z Default branch: main Fork: no Archived: no README: OpenVMM [![Build Status](https://github.com/microsoft/openvmm/actions/workflows/openvmm-ci.yaml/badge.svg?branch=main)](https://github.com/microsoft/openvmm/actions/workflows/openvmm-ci.yaml) OpenVMM is a modular, cross-platform Virtual Machine Monitor (VMM), written in Rust. Although it can function as a traditional VMM, OpenVMM's development is currently focused on its role in the OpenHCL paravisor. This repo is the home for both projects. For more information, read our [guide](https://openvmm.dev/) or our [introductory blog post](https://techcommunity.microsoft.com/t5/windows-os-platform-blog/openhcl-the-new-open-source-paravisor/ba-p/4273172). Getting Started For info on how to run, build, and use OpenVMM, check out the [The OpenVMM Guide][]. The guide is published out of this repo via [Markdown files](Guide/src/SUMMARY.md). Please keep them up-to-date. [The OpenVMM Guide]: https://aka.ms/openvmmguide Contributing This project welcomes..."},"evidence_pages":[{"url":"https://github.com/microsoft/openvmm","final_url":"https://github.com/microsoft/openvmm","title":"microsoft/openvmm repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:56:38.987886+00:00","bytes":10190,"raw_path":"d5f0c928610e99fcf38b42ea02b82f58328d01b4ca72f5c51334aba0a6459c25.json","content_hash":"72d8af39c60115ebb2c774712076b62347b4067208383e99bc1242542f25f0dd","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/openvmm Description: Home of OpenVMM and OpenHCL Language: Rust License: MIT Stars: 1846 Forks: 204 Open issues: 331 Created: 2024-03-01T23:12:38Z Pushed: 2026-06-11T02:16:40Z Default branch: main Fork: no Archived: no README: OpenVMM [![Build Status](https://github.com/microsoft/openvmm/actions/workflows/openvmm-ci.yaml/badge.svg?branch=main)](https://github.com/microsoft/openvmm/actions/workflows/openvmm-ci.yaml) OpenVMM is a modular, cross-platform Virtual Machine Monitor (VMM), written in Rust. Although it can function as a traditional VMM, OpenVMM's development is currently focused on its role in the OpenHCL paravisor. This repo is the home for both projects. For more information, read our [guide](https://openvmm.dev/) or our [introductory blog post](https://techcommunity.microsoft.com/t5/windows-os-platform-blog/openhcl-the-new-open-source-paravisor/ba-p/4273172). Getting Started For info on how to run, build, and use OpenVMM, check out the [The OpenVMM Guide][]. The guide is published out of this repo via [Markdown files](Guide/src/SUMMARY.md). Please keep them up-to-date. [The OpenVMM Guide]: https://aka.ms/openvmmguide Contributing This project welcomes..."}],"related_signals":[{"id":"8afe79f4-378b-4748-9e2a-3cf5e3253fdb","url":"https://onlylabs.fyi/signals/8afe79f4-378b-4748-9e2a-3cf5e3253fdb","source_url":"https://github.com/microsoft/Dev-Trio","title":"microsoft/Dev-Trio","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-08T03:41:01+00:00","first_seen_at":"2026-06-08T07:01:04.198092+00:00","date_source":"source"},{"id":"9e75fa50-dba7-4b77-9faf-166c323e3dff","url":"https://onlylabs.fyi/signals/9e75fa50-dba7-4b77-9faf-166c323e3dff","source_url":"https://github.com/microsoft/amplifier-app-paperclip","title":"microsoft/amplifier-app-paperclip","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-04T21:13:41+00:00","first_seen_at":"2026-06-05T20:58:41.438741+00:00","date_source":"source"},{"id":"76cacf33-54b2-4074-bec0-23944d8fb67c","url":"https://onlylabs.fyi/signals/76cacf33-54b2-4074-bec0-23944d8fb67c","source_url":"https://github.com/microsoft/create-github-app-token-via-key-vault","title":"microsoft/create-github-app-token-via-key-vault","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-04T18:22:49+00:00","first_seen_at":"2026-06-05T20:58:41.438741+00:00","date_source":"source"},{"id":"b2f7bcbd-9db3-4785-8a2a-2e0e0cb22ed2","url":"https://onlylabs.fyi/signals/b2f7bcbd-9db3-4785-8a2a-2e0e0cb22ed2","source_url":"https://github.com/microsoft/Enterprise-AI-Analytics-Pipeline","title":"microsoft/Enterprise-AI-Analytics-Pipeline","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-04T16:48:58+00:00","first_seen_at":"2026-06-05T20:58:41.438741+00:00","date_source":"source"},{"id":"51a9ec5d-5f14-45d9-b57a-db362b5d1ace","url":"https://onlylabs.fyi/signals/51a9ec5d-5f14-45d9-b57a-db362b5d1ace","source_url":"https://github.com/microsoft/fabric-org-app-template","title":"microsoft/fabric-org-app-template","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-03T18:26:42+00:00","first_seen_at":"2026-06-05T20:58:41.438741+00:00","date_source":"source"},{"id":"f26025da-153f-4d27-851c-7b4892602810","url":"https://onlylabs.fyi/signals/f26025da-153f-4d27-851c-7b4892602810","source_url":"https://github.com/microsoft/amplifier-bundle-amplifier-online","title":"microsoft/amplifier-bundle-amplifier-online","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-03T17:26:20+00:00","first_seen_at":"2026-06-05T20:58:41.438741+00:00","date_source":"source"}]}