{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/opentelemetry-distro-python","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/904d5f5f-93bc-426c-bbef-628ec2e4fcea","json_url":"https://onlylabs.fyi/signals/904d5f5f-93bc-426c-bbef-628ec2e4fcea/signal.json","generated_at":"2026-06-27T00:29:40.012Z","evidence_latest_fetched_at":"2026-06-16T07:02:23.395772+00:00","signal_first_seen_at":"2026-06-16T07:00:32.03441+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/904d5f5f-93bc-426c-bbef-628ec2e4fcea","signal_json":"https://onlylabs.fyi/signals/904d5f5f-93bc-426c-bbef-628ec2e4fcea/signal.json","source":"https://github.com/microsoft/opentelemetry-distro-python","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/opentelemetry-distro-python (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/opentelemetry-distro-python · language Python · Microsoft's preconfigured OpenTelemetry distribution for Python observability.. 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/opentelemetry-distro-python","source_host":"github.com","occurred_at":"2026-03-27T16:25:18+00:00","first_seen_at":"2026-06-16T07:00:32.03441+00:00","date_source":"source","context":"Python"},"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/opentelemetry-distro-python","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Context","value":"Microsoft's preconfigured OpenTelemetry distribution for Python observability.","source":"signal"},{"label":"Notability","value":"Routine new repo for observability distro, no traction indicated.","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","source":"evidence"}],"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/opentelemetry-distro-python"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-16T07:02:23.395772+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/904d5f5f-93bc-426c-bbef-628ec2e4fcea/signal.json","dossier_json":"https://onlylabs.fyi/labs/microsoft/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/microsoft/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/microsoft/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":null,"opportunities_json":null},"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.","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/904d5f5f-93bc-426c-bbef-628ec2e4fcea/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/opentelemetry-distro-python","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/opentelemetry-distro-python\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/opentelemetry-distro-python","text":"Microsoft published repo microsoft/opentelemetry-distro-python."},{"subject":"microsoft/opentelemetry-distro-python","predicate":"is classified as","object":"repo signal","text":"microsoft/opentelemetry-distro-python is classified as repo signal."},{"subject":"microsoft/opentelemetry-distro-python","predicate":"belongs to","object":"repos desk","text":"microsoft/opentelemetry-distro-python belongs to repos desk."},{"subject":"microsoft/opentelemetry-distro-python","predicate":"has context","object":"Python","text":"microsoft/opentelemetry-distro-python has context Python."},{"subject":"microsoft/opentelemetry-distro-python","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/opentelemetry-distro-python has evidence coverage 1 captured evidence page."},{"subject":"microsoft/opentelemetry-distro-python","predicate":"has captured page count","object":"1","text":"microsoft/opentelemetry-distro-python has captured page count 1."},{"subject":"microsoft/opentelemetry-distro-python","predicate":"has readable page count","object":"1","text":"microsoft/opentelemetry-distro-python has readable page count 1."},{"subject":"microsoft/opentelemetry-distro-python","predicate":"has related signal count","object":"6","text":"microsoft/opentelemetry-distro-python has related signal count 6."},{"subject":"microsoft/opentelemetry-distro-python","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/opentelemetry-distro-python 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/opentelemetry-distro-python","predicate":"has source host","object":"github.com","text":"microsoft/opentelemetry-distro-python has source host github.com."},{"subject":"microsoft/opentelemetry-distro-python","predicate":"has lab","object":"Microsoft","text":"microsoft/opentelemetry-distro-python has lab Microsoft."},{"subject":"microsoft/opentelemetry-distro-python","predicate":"has signal desk","object":"repos","text":"microsoft/opentelemetry-distro-python has signal desk repos."},{"subject":"microsoft/opentelemetry-distro-python","predicate":"has source host","object":"github.com","text":"microsoft/opentelemetry-distro-python has source host github.com."},{"subject":"microsoft/opentelemetry-distro-python","predicate":"has repository","object":"microsoft/opentelemetry-distro-python","text":"microsoft/opentelemetry-distro-python has repository microsoft/opentelemetry-distro-python."},{"subject":"microsoft/opentelemetry-distro-python","predicate":"has language","object":"Python","text":"microsoft/opentelemetry-distro-python has language Python."},{"subject":"microsoft/opentelemetry-distro-python","predicate":"has context","object":"Microsoft's preconfigured OpenTelemetry distribution for Python observability.","text":"microsoft/opentelemetry-distro-python has context Microsoft's preconfigured OpenTelemetry distribution for Python observability.."},{"subject":"microsoft/opentelemetry-distro-python","predicate":"has notability","object":"Routine new repo for observability distro, no traction indicated.","text":"microsoft/opentelemetry-distro-python has notability Routine new repo for observability distro, no traction indicated.."},{"subject":"microsoft/opentelemetry-distro-python","predicate":"has watch term","object":"Eval methodology","text":"microsoft/opentelemetry-distro-python has watch term Eval methodology."}]},"intelligence":{"signal_desk":"repos","answer":"Microsoft published microsoft/opentelemetry-distro-python (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/opentelemetry-distro-python · language Python · Microsoft's preconfigured OpenTelemetry distribution for Python observability.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/opentelemetry-distro-python","text":"Microsoft published repo microsoft/opentelemetry-distro-python."},{"subject":"microsoft/opentelemetry-distro-python","predicate":"is classified as","object":"repo signal","text":"microsoft/opentelemetry-distro-python is classified as repo signal."},{"subject":"microsoft/opentelemetry-distro-python","predicate":"belongs to","object":"repos desk","text":"microsoft/opentelemetry-distro-python belongs to repos desk."},{"subject":"microsoft/opentelemetry-distro-python","predicate":"has context","object":"Python","text":"microsoft/opentelemetry-distro-python has context Python."},{"subject":"microsoft/opentelemetry-distro-python","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/opentelemetry-distro-python has evidence coverage 1 captured evidence page."}]},"signal":{"id":"904d5f5f-93bc-426c-bbef-628ec2e4fcea","url":"https://onlylabs.fyi/signals/904d5f5f-93bc-426c-bbef-628ec2e4fcea","json_url":"https://onlylabs.fyi/signals/904d5f5f-93bc-426c-bbef-628ec2e4fcea/signal.json","source_url":"https://github.com/microsoft/opentelemetry-distro-python","title":"microsoft/opentelemetry-distro-python","summary":"Microsoft published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-03-27T16:25:18+00:00","first_seen_at":"2026-06-16T07:00:32.03441+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/opentelemetry-distro-python"]},"facets":{"repo":"microsoft/opentelemetry-distro-python","language":"Python"},"traction":{"github_stars":0,"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/opentelemetry-distro-python","final_url":"https://github.com/microsoft/opentelemetry-distro-python","title":"microsoft/opentelemetry-distro-python repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-16T07:02:23.395772+00:00","bytes":27985,"raw_path":"66755736fc9db0c17443499a0d5b03c2f07c24c65787902323577a452ac11395.json","content_hash":"04780e1532037f7dec6e03b30fee341c299c18191d67a3095a8432a0fab2ab8e","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/opentelemetry-distro-python Description: Microsoft OpenTelemetry Distro repository Language: Python License: NOASSERTION Stars: 0 Forks: 9 Open issues: 6 Created: 2026-03-27T16:25:18Z Pushed: 2026-06-16T04:47:16Z Default branch: main Fork: no Archived: no README: microsoft-opentelemetry Python package for a Microsoft OpenTelemetry distribution that provides a single onboarding experience for observability across Azure Monitor, OTLP-compatible backends, and Microsoft Agent 365 integrations. Getting Started Prerequisites - Python 3.10 or later — [Install Python](https://www.python.org/downloads/) - Azure subscription (optional, for Azure Monitor) — [Create a free account](https://azure.microsoft.com/free/) - Application Insights resource (optional) — [How to use Application Insights](https://learn.microsoft.com/azure/azure-monitor/app/app-insights-overview) Install the Package ```bash pip install microsoft-opentelemetry ``` Quick Start Use `use_microsoft_opentelemetry` to set up instrumentation for your application. All passed-in parameters take priority over any related environment variables. **Azure Monitor:** ```python from microsoft.opentelemetry import..."},"evidence_pages":[],"related_signals":[{"id":"6ae6413d-d27f-4b6c-8c34-260526c5ad4a","url":"https://onlylabs.fyi/signals/6ae6413d-d27f-4b6c-8c34-260526c5ad4a","source_url":"https://github.com/microsoft/Agentic-Shiksha","title":"microsoft/Agentic-Shiksha","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T06:44:56+00:00","first_seen_at":"2026-06-26T23:50:36.940197+00:00","date_source":"source"},{"id":"fa96889d-12d2-430e-9871-9405d53d73bd","url":"https://onlylabs.fyi/signals/fa96889d-12d2-430e-9871-9405d53d73bd","source_url":"https://github.com/microsoft/XBOX-Game-Development-Documentation","title":"microsoft/XBOX-Game-Development-Documentation","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T01:33:33+00:00","first_seen_at":"2026-06-26T23:50:36.940197+00:00","date_source":"source"},{"id":"234643d2-74f7-4307-8794-f6e80fec2878","url":"https://onlylabs.fyi/signals/234643d2-74f7-4307-8794-f6e80fec2878","source_url":"https://github.com/microsoft/LAB513-Build-an-AI-Powered-FAQ-Assistant-with-Azure-SQL","title":"microsoft/LAB513-Build-an-AI-Powered-FAQ-Assistant-with-Azure-SQL","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-25T19:50:36+00:00","first_seen_at":"2026-06-26T23:50:36.940197+00:00","date_source":"source"},{"id":"ac8e1b0a-9de4-4215-b6e6-d443de8b7710","url":"https://onlylabs.fyi/signals/ac8e1b0a-9de4-4215-b6e6-d443de8b7710","source_url":"https://github.com/microsoft/TechLab-Module-19-Defender-for-Storage","title":"microsoft/TechLab-Module-19-Defender-for-Storage","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-25T19:41:12+00:00","first_seen_at":"2026-06-26T23:50:36.940197+00:00","date_source":"source"},{"id":"74d1798f-3e3a-4dbb-b4a3-5492da857f7f","url":"https://onlylabs.fyi/signals/74d1798f-3e3a-4dbb-b4a3-5492da857f7f","source_url":"https://github.com/microsoft/Custom-Copilot-Connector-using-Connector-SDK","title":"microsoft/Custom-Copilot-Connector-using-Connector-SDK","context":"C#","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-25T11:45:08+00:00","first_seen_at":"2026-06-26T23:50:36.940197+00:00","date_source":"source"},{"id":"2b3f3fc0-60f0-4892-934e-c720429e9476","url":"https://onlylabs.fyi/signals/2b3f3fc0-60f0-4892-934e-c720429e9476","source_url":"https://github.com/microsoft/trainer-ai-labs","title":"microsoft/trainer-ai-labs","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-25T07:07:28+00:00","first_seen_at":"2026-06-26T23:50:37.018387+00:00","date_source":"source"}]}