{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/frontier-sre-agent-rvas","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/47f63255-651a-4536-8124-36ccc3b713d8","json_url":"https://onlylabs.fyi/signals/47f63255-651a-4536-8124-36ccc3b713d8/signal.json","generated_at":"2026-07-26T21:50:07.225Z","evidence_latest_fetched_at":"2026-07-25T07:01:49.506923+00:00","signal_first_seen_at":"2026-07-25T07:00:40.420548+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/47f63255-651a-4536-8124-36ccc3b713d8","signal_json":"https://onlylabs.fyi/signals/47f63255-651a-4536-8124-36ccc3b713d8/signal.json","source":"https://github.com/microsoft/frontier-sre-agent-rvas","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/frontier-sre-agent-rvas (HCL). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. 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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/47f63255-651a-4536-8124-36ccc3b713d8/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/frontier-sre-agent-rvas","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/frontier-sre-agent-rvas\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/frontier-sre-agent-rvas","text":"Microsoft published repo microsoft/frontier-sre-agent-rvas."},{"subject":"microsoft/frontier-sre-agent-rvas","predicate":"is classified as","object":"repo signal","text":"microsoft/frontier-sre-agent-rvas is classified as repo signal."},{"subject":"microsoft/frontier-sre-agent-rvas","predicate":"belongs to","object":"repos desk","text":"microsoft/frontier-sre-agent-rvas belongs to repos desk."},{"subject":"microsoft/frontier-sre-agent-rvas","predicate":"has context","object":"HCL","text":"microsoft/frontier-sre-agent-rvas has context HCL."},{"subject":"microsoft/frontier-sre-agent-rvas","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/frontier-sre-agent-rvas has evidence coverage 1 captured evidence page."},{"subject":"microsoft/frontier-sre-agent-rvas","predicate":"has captured page count","object":"1","text":"microsoft/frontier-sre-agent-rvas has captured page count 1."},{"subject":"microsoft/frontier-sre-agent-rvas","predicate":"has readable page count","object":"1","text":"microsoft/frontier-sre-agent-rvas has readable page count 1."},{"subject":"microsoft/frontier-sre-agent-rvas","predicate":"has related signal count","object":"6","text":"microsoft/frontier-sre-agent-rvas has related signal count 6."},{"subject":"microsoft/frontier-sre-agent-rvas","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/frontier-sre-agent-rvas 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/frontier-sre-agent-rvas","predicate":"has source host","object":"github.com","text":"microsoft/frontier-sre-agent-rvas has source host github.com."},{"subject":"microsoft/frontier-sre-agent-rvas","predicate":"has lab","object":"Microsoft","text":"microsoft/frontier-sre-agent-rvas has lab Microsoft."},{"subject":"microsoft/frontier-sre-agent-rvas","predicate":"has signal desk","object":"repos","text":"microsoft/frontier-sre-agent-rvas has signal desk repos."},{"subject":"microsoft/frontier-sre-agent-rvas","predicate":"has source host","object":"github.com","text":"microsoft/frontier-sre-agent-rvas has source host github.com."},{"subject":"microsoft/frontier-sre-agent-rvas","predicate":"has repository","object":"microsoft/frontier-sre-agent-rvas","text":"microsoft/frontier-sre-agent-rvas has repository microsoft/frontier-sre-agent-rvas."},{"subject":"microsoft/frontier-sre-agent-rvas","predicate":"has 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This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/frontier-sre-agent-rvas · language HCL. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/frontier-sre-agent-rvas","text":"Microsoft published repo microsoft/frontier-sre-agent-rvas."},{"subject":"microsoft/frontier-sre-agent-rvas","predicate":"is classified as","object":"repo signal","text":"microsoft/frontier-sre-agent-rvas is classified as repo signal."},{"subject":"microsoft/frontier-sre-agent-rvas","predicate":"belongs to","object":"repos desk","text":"microsoft/frontier-sre-agent-rvas belongs to repos desk."},{"subject":"microsoft/frontier-sre-agent-rvas","predicate":"has context","object":"HCL","text":"microsoft/frontier-sre-agent-rvas has context HCL."},{"subject":"microsoft/frontier-sre-agent-rvas","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/frontier-sre-agent-rvas has evidence coverage 1 captured evidence page."}]},"signal":{"id":"47f63255-651a-4536-8124-36ccc3b713d8","url":"https://onlylabs.fyi/signals/47f63255-651a-4536-8124-36ccc3b713d8","json_url":"https://onlylabs.fyi/signals/47f63255-651a-4536-8124-36ccc3b713d8/signal.json","source_url":"https://github.com/microsoft/frontier-sre-agent-rvas","title":"microsoft/frontier-sre-agent-rvas","summary":"Microsoft published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"HCL","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-07-08T13:24:48+00:00","first_seen_at":"2026-07-25T07:00:40.420548+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/frontier-sre-agent-rvas"]},"facets":{"repo":"microsoft/frontier-sre-agent-rvas","language":"HCL"},"traction":{"github_stars":2,"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/frontier-sre-agent-rvas","final_url":"https://github.com/microsoft/frontier-sre-agent-rvas","title":"microsoft/frontier-sre-agent-rvas repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-07-25T07:01:49.506923+00:00","bytes":10804,"raw_path":"ec9523cafe310cc9a9ccf35645fcd01fc2c512f81ccc39c66eb6d87f615a1ee6.json","content_hash":"e50c46bb25eda8f1b0ef79bf155b6677e25e511f1a9a239f4896070fbaf3f1ac","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/frontier-sre-agent-rvas Language: HCL License: MIT Stars: 2 Forks: 0 Open issues: 9 Created: 2026-07-08T13:24:48Z Pushed: 2026-07-25T01:13:22Z Default branch: main Fork: no Archived: no README: Frontier Azure SRE Agent Solution Introduction The Frontier Azure SRE Agent Solution is a comprehensive framework designed to enhance the reliability, scalability, and performance of applications deployed on Microsoft Azure. This solution provides a set of tools, best practices, and automation scripts that enable Site Reliability Engineers (SREs) to effectively monitor, manage, and optimize their cloud infrastructure using Azure SRE agent. Workshop Challenges Ten hands-on challenges: configure the SRE Agent building blocks, then trigger and observe 6 autonomous scenarios. Open `web/index.html` in a browser for the interactive UI (coach mode: **Shift+C**). | # | Challenge | Type | Key Concept | |---|-----------|------|-------------| | [00](Student/Challenge-00.md) | Prerequisites & Lab Setup | Setup | Terraform deploy, `make config-sre-agent`, GitHub OAuth | | [01](Student/Challenge-01.md) | Skills & Knowledge Docs | Config | Write a skill YAML + knowledge doc, apply, verify | |..."},"evidence_pages":[],"related_signals":[{"id":"2716baea-bcf5-49ff-9144-72b7f2161805","url":"https://onlylabs.fyi/signals/2716baea-bcf5-49ff-9144-72b7f2161805","source_url":"https://github.com/microsoft/amplifier-app-simulated-user-research","title":"microsoft/amplifier-app-simulated-user-research","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-07-25T00:24:38+00:00","first_seen_at":"2026-07-25T07:00:40.420548+00:00","date_source":"source"},{"id":"35bb56fe-0c7a-42ee-94eb-090db482a50a","url":"https://onlylabs.fyi/signals/35bb56fe-0c7a-42ee-94eb-090db482a50a","source_url":"https://github.com/microsoft/iqdeepdive","title":"microsoft/iqdeepdive","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-07-22T06:52:28+00:00","first_seen_at":"2026-07-22T07:00:41.987563+00:00","date_source":"source"},{"id":"c0782861-468f-4198-aa05-1989687b9fe1","url":"https://onlylabs.fyi/signals/c0782861-468f-4198-aa05-1989687b9fe1","source_url":"https://github.com/microsoft/CrewMeal","title":"microsoft/CrewMeal","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-07-19T00:58:59+00:00","first_seen_at":"2026-07-19T07:00:41.347569+00:00","date_source":"source"},{"id":"f5ac225a-82ee-479d-b35c-2e2c79b86990","url":"https://onlylabs.fyi/signals/f5ac225a-82ee-479d-b35c-2e2c79b86990","source_url":"https://github.com/microsoft/github-copilot-java-mcp-demo","title":"microsoft/github-copilot-java-mcp-demo","context":"Java","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-07-17T07:30:14+00:00","first_seen_at":"2026-07-20T07:01:34.921616+00:00","date_source":"source"},{"id":"2b2a4c2b-9926-44be-8f29-b013f969ad99","url":"https://onlylabs.fyi/signals/2b2a4c2b-9926-44be-8f29-b013f969ad99","source_url":"https://github.com/microsoft/IssueLens","title":"microsoft/IssueLens","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-07-17T01:56:28+00:00","first_seen_at":"2026-07-24T07:00:42.75975+00:00","date_source":"source"},{"id":"8df92400-0965-47c1-ae05-d0c58a3b226e","url":"https://onlylabs.fyi/signals/8df92400-0965-47c1-ae05-d0c58a3b226e","source_url":"https://github.com/microsoft/foundrysamples","title":"microsoft/foundrysamples","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-07-15T16:04:33+00:00","first_seen_at":"2026-07-20T07:01:34.921616+00:00","date_source":"source"}]}