{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/pg_durable","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/1a60d483-0f47-4443-8a41-5da631af985e","json_url":"https://onlylabs.fyi/signals/1a60d483-0f47-4443-8a41-5da631af985e/signal.json","generated_at":"2026-06-11T02:53:00.714954+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/1a60d483-0f47-4443-8a41-5da631af985e","signal_json":"https://onlylabs.fyi/signals/1a60d483-0f47-4443-8a41-5da631af985e/signal.json","source":"https://github.com/microsoft/pg_durable","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":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"}]}},"answer_pack":{"answer":"Microsoft published microsoft/pg_durable (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/pg_durable · language Rust · New Microsoft repo, 1.5k stars, notable.. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Data demand in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/microsoft/pg_durable","source_host":"github.com","occurred_at":"2026-02-13T18:21:46+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/pg_durable","source":"source"},{"label":"Language","value":"Rust","source":"source"},{"label":"Stars","value":"1,543","source":"traction"},{"label":"Notability","value":"New Microsoft repo, 1.5k stars, notable.","source":"signal"},{"label":"Radar lane","value":"Data demand","source":"radar"},{"label":"Matched term","value":"data","source":"radar"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch 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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?","Which data-business lane explains this signal: Data demand?","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/1a60d483-0f47-4443-8a41-5da631af985e/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/pg_durable","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":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business 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/pg_durable\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/pg_durable","text":"Microsoft published repo microsoft/pg_durable."},{"subject":"microsoft/pg_durable","predicate":"is classified as","object":"repo signal","text":"microsoft/pg_durable is classified as repo signal."},{"subject":"microsoft/pg_durable","predicate":"belongs to","object":"repos desk","text":"microsoft/pg_durable belongs to repos desk."},{"subject":"microsoft/pg_durable","predicate":"has context","object":"Rust","text":"microsoft/pg_durable has context Rust."},{"subject":"microsoft/pg_durable","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/pg_durable has evidence coverage 1 captured evidence page."},{"subject":"microsoft/pg_durable","predicate":"matches data-business lanes","object":"Data demand","text":"microsoft/pg_durable matches data-business lanes Data demand."},{"subject":"microsoft/pg_durable","predicate":"has captured page count","object":"1","text":"microsoft/pg_durable has captured page count 1."},{"subject":"microsoft/pg_durable","predicate":"has readable page count","object":"1","text":"microsoft/pg_durable has readable page count 1."},{"subject":"microsoft/pg_durable","predicate":"has related signal count","object":"6","text":"microsoft/pg_durable has related signal count 6."},{"subject":"microsoft/pg_durable","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/pg_durable 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/pg_durable","predicate":"has source host","object":"github.com","text":"microsoft/pg_durable has source host github.com."},{"subject":"microsoft/pg_durable","predicate":"has lab","object":"Microsoft","text":"microsoft/pg_durable has lab Microsoft."},{"subject":"microsoft/pg_durable","predicate":"has signal desk","object":"repos","text":"microsoft/pg_durable has signal desk repos."},{"subject":"microsoft/pg_durable","predicate":"has source host","object":"github.com","text":"microsoft/pg_durable has source host github.com."},{"subject":"microsoft/pg_durable","predicate":"has repository","object":"microsoft/pg_durable","text":"microsoft/pg_durable has repository microsoft/pg_durable."},{"subject":"microsoft/pg_durable","predicate":"has language","object":"Rust","text":"microsoft/pg_durable has language Rust."},{"subject":"microsoft/pg_durable","predicate":"has stars","object":"1,543","text":"microsoft/pg_durable has stars 1,543."},{"subject":"microsoft/pg_durable","predicate":"has notability","object":"New Microsoft repo, 1.5k stars, notable.","text":"microsoft/pg_durable has notability New Microsoft repo, 1.5k stars, notable.."},{"subject":"microsoft/pg_durable","predicate":"has radar lane","object":"Data demand","text":"microsoft/pg_durable has radar lane Data demand."}]},"intelligence":{"signal_desk":"repos","answer":"Microsoft published microsoft/pg_durable (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/pg_durable · language Rust · New Microsoft repo, 1.5k stars, notable.. onlylabs links this event to 1 captured evidence page and 6 related repo signals. 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Define the workflow in SQL, let pg_durable checkpoint each step, and resume after crashes, restarts, or failed steps. Durable execution is now a standard industry pattern, and pg_durable..."},"evidence_pages":[{"url":"https://github.com/microsoft/pg_durable","final_url":"https://github.com/microsoft/pg_durable","title":"microsoft/pg_durable repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:53:00.714954+00:00","bytes":27169,"raw_path":"1578acf790f7983357c2e274cb9e633ea5e13830e5b77057f068b6c1a2f233df.json","content_hash":"ad1921c74b02c1916ccd09addc3dde7b60ce42a8837a46be55f8bb5c00cd1905","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/pg_durable Description: PostgreSQL in-database durable execution Language: Rust License: NOASSERTION Stars: 1798 Forks: 46 Open issues: 52 Created: 2026-02-13T18:21:46Z Pushed: 2026-06-11T02:31:44Z Default branch: main Fork: no Archived: no README: <div align=\"center\"> <img src=\"docs/website/lockup_arrow_dark.svg\" alt=\"pg_durable logo\" width=\"560\" /> [Website](https://microsoft.github.io/pg_durable/) · [Docs](docs/) · [Quick Example](#quick-example) · [GitHub](https://github.com/microsoft/pg_durable) [![License](https://img.shields.io/badge/license-PostgreSQL%20License-3d86c6.svg)](LICENSE.txt) [![PostgreSQL 17 & 18](https://img.shields.io/badge/PostgreSQL-17%20%26%2018-336791?logo=postgresql&logoColor=white)](https://www.postgresql.org/) Durable Execution inside PostgreSQL </div> Long-running, fault-tolerant SQL functions for teams that already keep their state in Postgres and want to stop stitching together cron jobs, workers, queues, and status tables to make background work reliable. Define the workflow in SQL, let pg_durable checkpoint each step, and resume after crashes, restarts, or failed steps. Durable execution is now a standard industry pattern, and pg_durable..."}],"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"}]}