{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/dcp","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/ddb2502d-7d3f-43b6-8da2-26e23ce26e43","json_url":"https://onlylabs.fyi/signals/ddb2502d-7d3f-43b6-8da2-26e23ce26e43/signal.json","generated_at":"2026-06-11T03:03:00.21742+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/ddb2502d-7d3f-43b6-8da2-26e23ce26e43","signal_json":"https://onlylabs.fyi/signals/ddb2502d-7d3f-43b6-8da2-26e23ce26e43/signal.json","source":"https://github.com/microsoft/dcp","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/dcp (Go). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/dcp · language Go · Moderate stars from Microsoft. 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/dcp","source_host":"github.com","occurred_at":"2026-01-08T19:47:47+00:00","first_seen_at":"2026-06-06T01:49:41.740219+00:00","date_source":"source","context":"Go"},"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/dcp","source":"source"},{"label":"Language","value":"Go","source":"source"},{"label":"Stars","value":"169","source":"traction"},{"label":"Notability","value":"Moderate stars from 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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/ddb2502d-7d3f-43b6-8da2-26e23ce26e43/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/dcp","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/dcp\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/dcp","text":"Microsoft published repo microsoft/dcp."},{"subject":"microsoft/dcp","predicate":"is classified as","object":"repo signal","text":"microsoft/dcp is classified as repo signal."},{"subject":"microsoft/dcp","predicate":"belongs to","object":"repos desk","text":"microsoft/dcp belongs to repos desk."},{"subject":"microsoft/dcp","predicate":"has context","object":"Go","text":"microsoft/dcp has context Go."},{"subject":"microsoft/dcp","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/dcp has evidence coverage 1 captured evidence page."},{"subject":"microsoft/dcp","predicate":"has captured page count","object":"1","text":"microsoft/dcp has captured page count 1."},{"subject":"microsoft/dcp","predicate":"has readable page count","object":"1","text":"microsoft/dcp has readable page count 1."},{"subject":"microsoft/dcp","predicate":"has related signal count","object":"6","text":"microsoft/dcp has related signal count 6."},{"subject":"microsoft/dcp","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/dcp 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/dcp","predicate":"has source host","object":"github.com","text":"microsoft/dcp has source host github.com."},{"subject":"microsoft/dcp","predicate":"has lab","object":"Microsoft","text":"microsoft/dcp has lab Microsoft."},{"subject":"microsoft/dcp","predicate":"has signal desk","object":"repos","text":"microsoft/dcp has signal desk repos."},{"subject":"microsoft/dcp","predicate":"has source host","object":"github.com","text":"microsoft/dcp has source host github.com."},{"subject":"microsoft/dcp","predicate":"has repository","object":"microsoft/dcp","text":"microsoft/dcp has repository microsoft/dcp."},{"subject":"microsoft/dcp","predicate":"has language","object":"Go","text":"microsoft/dcp has language Go."},{"subject":"microsoft/dcp","predicate":"has stars","object":"169","text":"microsoft/dcp has stars 169."},{"subject":"microsoft/dcp","predicate":"has notability","object":"Moderate stars from Microsoft","text":"microsoft/dcp has notability Moderate stars from Microsoft."}]},"intelligence":{"signal_desk":"repos","answer":"Microsoft published microsoft/dcp (Go). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/dcp · language Go · Moderate stars from Microsoft. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/dcp","text":"Microsoft published repo microsoft/dcp."},{"subject":"microsoft/dcp","predicate":"is classified as","object":"repo signal","text":"microsoft/dcp is classified as repo signal."},{"subject":"microsoft/dcp","predicate":"belongs to","object":"repos desk","text":"microsoft/dcp belongs to repos desk."},{"subject":"microsoft/dcp","predicate":"has context","object":"Go","text":"microsoft/dcp has context Go."},{"subject":"microsoft/dcp","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/dcp has evidence coverage 1 captured evidence page."}]},"signal":{"id":"ddb2502d-7d3f-43b6-8da2-26e23ce26e43","url":"https://onlylabs.fyi/signals/ddb2502d-7d3f-43b6-8da2-26e23ce26e43","json_url":"https://onlylabs.fyi/signals/ddb2502d-7d3f-43b6-8da2-26e23ce26e43/signal.json","source_url":"https://github.com/microsoft/dcp","title":"microsoft/dcp","summary":"Microsoft published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Go","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-01-08T19:47:47+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/dcp"]},"facets":{"repo":"microsoft/dcp","language":"Go"},"traction":{"github_stars":169,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/microsoft/dcp","final_url":"https://github.com/microsoft/dcp","title":"microsoft/dcp repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:03:00.21742+00:00","bytes":18548,"raw_path":"13f0be4eedb2f82059227e8ec552fa76a79a8c3f2149ab673ae63a53f4578d2d.json","content_hash":"37a3d4f7ac36c28bdc7b38e92fd056d7f55dafe53472948cbc71e0382b2a6c7d","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/dcp Description: Developer Control Plane API server and CLI. Language: Go License: MIT Stars: 169 Forks: 14 Open issues: 41 Created: 2026-01-08T19:47:47Z Pushed: 2026-06-10T23:12:02Z Default branch: main Fork: no Archived: no README: Developer Control Plane Overview **Developer Control Plane (DCP)** is a local application runner for multi-service, polyglot applications. It integrates your code, emulators, and containers to give you a development environment with minimum remote dependencies and maximum ease of use. DCP exposes a Kubernetes-compatible API (using custom resource definitions) for describing and managing workloads. Object status change notifications allow clients to monitor the state of the application as the run progresses. DCP integrates with development tools such as [Microsoft Aspire](https://learn.microsoft.com/dotnet/aspire/), Visual Studio, and VS Code, enabling IDE-based execution and debugging of application components. 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Language: Go License: MIT Stars: 169 Forks: 14 Open issues: 41 Created: 2026-01-08T19:47:47Z Pushed: 2026-06-10T23:12:02Z Default branch: main Fork: no Archived: no README: Developer Control Plane Overview **Developer Control Plane (DCP)** is a local application runner for multi-service, polyglot applications. It integrates your code, emulators, and containers to give you a development environment with minimum remote dependencies and maximum ease of use. DCP exposes a Kubernetes-compatible API (using custom resource definitions) for describing and managing workloads. Object status change notifications allow clients to monitor the state of the application as the run progresses. DCP integrates with development tools such as [Microsoft Aspire](https://learn.microsoft.com/dotnet/aspire/), Visual Studio, and VS Code, enabling IDE-based execution and debugging of application components. 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