{"schema_version":"onlylabs.public_signal.v1","title":"DigitalOcean (GradientAI) Repo: digitalocean/sample-python","description":"DigitalOcean (GradientAI) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/1b009726-e4cb-46de-b43d-749fa5bdcf55","json_url":"https://onlylabs.fyi/signals/1b009726-e4cb-46de-b43d-749fa5bdcf55/signal.json","generated_at":"2026-06-11T04:07:17.661563+00:00","org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/digitalocean","dossier_json_url":"https://onlylabs.fyi/labs/digitalocean/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/1b009726-e4cb-46de-b43d-749fa5bdcf55","signal_json":"https://onlylabs.fyi/signals/1b009726-e4cb-46de-b43d-749fa5bdcf55/signal.json","source":"https://github.com/digitalocean/sample-python","lab_dossier":"https://onlylabs.fyi/labs/digitalocean","lab_dossier_json":"https://onlylabs.fyi/labs/digitalocean/dossier.json","analysis":"https://onlylabs.fyi/analysis/digitalocean","analysis_json":"https://onlylabs.fyi/analysis/digitalocean/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/digitalocean/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"DigitalOcean (GradientAI) published digitalocean/sample-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 digitalocean/sample-python · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/digitalocean/sample-python","source_host":"github.com","occurred_at":"2020-07-16T16:05:13+00:00","first_seen_at":"2026-06-06T01:50:00.327763+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"DigitalOcean (GradientAI)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"digitalocean/sample-python","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"63","source":"traction"},{"label":"Watch term","value":"Infrastructure","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/digitalocean/sample-python"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:07:17.661563+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/1b009726-e4cb-46de-b43d-749fa5bdcf55/signal.json","dossier_json":"https://onlylabs.fyi/labs/digitalocean/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/digitalocean/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/digitalocean/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","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","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; 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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 digitalocean/sample-python · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"published repo","object":"digitalocean/sample-python","text":"DigitalOcean (GradientAI) published repo digitalocean/sample-python."},{"subject":"digitalocean/sample-python","predicate":"is classified as","object":"repo signal","text":"digitalocean/sample-python is classified as repo signal."},{"subject":"digitalocean/sample-python","predicate":"belongs to","object":"repos desk","text":"digitalocean/sample-python belongs to repos desk."},{"subject":"digitalocean/sample-python","predicate":"has context","object":"Python","text":"digitalocean/sample-python has context Python."},{"subject":"digitalocean/sample-python","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/sample-python has evidence coverage 1 captured evidence page."}]},"signal":{"id":"1b009726-e4cb-46de-b43d-749fa5bdcf55","url":"https://onlylabs.fyi/signals/1b009726-e4cb-46de-b43d-749fa5bdcf55","json_url":"https://onlylabs.fyi/signals/1b009726-e4cb-46de-b43d-749fa5bdcf55/signal.json","source_url":"https://github.com/digitalocean/sample-python","title":"digitalocean/sample-python","summary":"DigitalOcean (GradientAI) 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":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2020-07-16T16:05:13+00:00","first_seen_at":"2026-06-06T01:50:00.327763+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/digitalocean/sample-python"]},"facets":{"repo":"digitalocean/sample-python","language":"Python"},"traction":{"github_stars":63,"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/digitalocean/sample-python","final_url":"https://github.com/digitalocean/sample-python","title":"digitalocean/sample-python repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:07:17.661563+00:00","bytes":12416,"raw_path":"95bbc749287569547c0c959629f5c4cec82170ede9c1c150e4f0479e153bbfd2.json","content_hash":"811c8d495f96d6753968e4d9fbda8399c828298abbe446fd0bac38330fb312d5","excerpt_chars":1200,"truncated":true,"excerpt":"digitalocean/sample-python Description: ⛵ App Platform sample Python application. Language: Python Stars: 63 Forks: 332 Open issues: 10 Created: 2020-07-16T16:05:13Z Pushed: 2026-03-22T18:20:06Z Default branch: main Fork: no Archived: no README: Getting Started We provide a sample app using Python that you can deploy on App Platform. These steps will get this sample application running for you using App Platform. **Note: Following these steps may result in charges for the use of DigitalOcean services.** Requirements * You need a DigitalOcean account. If you don't already have one, you can sign up at https://cloud.digitalocean.com/registrations/new. Deploying the App Click this button to deploy the app to the DigitalOcean App Platform. If you are not logged in, you will be prompted to log in with your DigitalOcean account. [![Deploy to DigitalOcean](https://www.deploytodo.com/do-btn-blue.svg)](https://cloud.digitalocean.com/apps/new?repo=https://github.com/digitalocean/sample-python/tree/main) Using this button disables the ability to automatically re-deploy your app when pushing to a branch or tag in your repository as you are using this repo directly. If you want to automatically..."},"evidence_pages":[{"url":"https://github.com/digitalocean/sample-python","final_url":"https://github.com/digitalocean/sample-python","title":"digitalocean/sample-python repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:07:17.661563+00:00","bytes":12416,"raw_path":"95bbc749287569547c0c959629f5c4cec82170ede9c1c150e4f0479e153bbfd2.json","content_hash":"811c8d495f96d6753968e4d9fbda8399c828298abbe446fd0bac38330fb312d5","excerpt_chars":1200,"truncated":true,"excerpt":"digitalocean/sample-python Description: ⛵ App Platform sample Python application. Language: Python Stars: 63 Forks: 332 Open issues: 10 Created: 2020-07-16T16:05:13Z Pushed: 2026-03-22T18:20:06Z Default branch: main Fork: no Archived: no README: Getting Started We provide a sample app using Python that you can deploy on App Platform. These steps will get this sample application running for you using App Platform. **Note: Following these steps may result in charges for the use of DigitalOcean services.** Requirements * You need a DigitalOcean account. If you don't already have one, you can sign up at https://cloud.digitalocean.com/registrations/new. Deploying the App Click this button to deploy the app to the DigitalOcean App Platform. If you are not logged in, you will be prompted to log in with your DigitalOcean account. [![Deploy to DigitalOcean](https://www.deploytodo.com/do-btn-blue.svg)](https://cloud.digitalocean.com/apps/new?repo=https://github.com/digitalocean/sample-python/tree/main) Using this button disables the ability to automatically re-deploy your app when pushing to a branch or tag in your repository as you are using this repo directly. 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