{"schema_version":"onlylabs.public_signal.v1","title":"Scaleway Repo: scaleway/serverless-scraping-tutorial","description":"Scaleway repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/5599b9b3-fe99-4e73-bc79-299f296042b2","json_url":"https://onlylabs.fyi/signals/5599b9b3-fe99-4e73-bc79-299f296042b2/signal.json","generated_at":"2026-06-11T04:08:28.800195+00:00","org":{"slug":"scaleway","name":"Scaleway","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/scaleway","dossier_json_url":"https://onlylabs.fyi/labs/scaleway/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/5599b9b3-fe99-4e73-bc79-299f296042b2","signal_json":"https://onlylabs.fyi/signals/5599b9b3-fe99-4e73-bc79-299f296042b2/signal.json","source":"https://github.com/scaleway/serverless-scraping-tutorial","lab_dossier":"https://onlylabs.fyi/labs/scaleway","lab_dossier_json":"https://onlylabs.fyi/labs/scaleway/dossier.json","analysis":"https://onlylabs.fyi/analysis/scaleway","analysis_json":"https://onlylabs.fyi/analysis/scaleway/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/scaleway/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":"Scaleway published scaleway/serverless-scraping-tutorial (HCL). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo scaleway/serverless-scraping-tutorial · language HCL. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/scaleway/serverless-scraping-tutorial","source_host":"github.com","occurred_at":"2023-12-11T15:30:24+00:00","first_seen_at":"2026-06-05T22:32:19.068437+00:00","date_source":"source","context":"HCL"},"context_markers":[{"label":"Lab","value":"Scaleway","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"scaleway/serverless-scraping-tutorial","source":"source"},{"label":"Language","value":"HCL","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/scaleway/serverless-scraping-tutorial"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:08:28.800195+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/5599b9b3-fe99-4e73-bc79-299f296042b2/signal.json","dossier_json":"https://onlylabs.fyi/labs/scaleway/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/scaleway/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/scaleway/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; for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/5599b9b3-fe99-4e73-bc79-299f296042b2/signal.json","required":true},{"label":"source","url":"https://github.com/scaleway/serverless-scraping-tutorial","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/scaleway/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/scaleway/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 Scaleway's repo signal \"scaleway/serverless-scraping-tutorial\" for neocloud strategy."},"semantic_triples":[{"subject":"Scaleway","predicate":"published repo","object":"scaleway/serverless-scraping-tutorial","text":"Scaleway published repo scaleway/serverless-scraping-tutorial."},{"subject":"scaleway/serverless-scraping-tutorial","predicate":"is classified as","object":"repo signal","text":"scaleway/serverless-scraping-tutorial is classified as repo signal."},{"subject":"scaleway/serverless-scraping-tutorial","predicate":"belongs to","object":"repos desk","text":"scaleway/serverless-scraping-tutorial belongs to repos desk."},{"subject":"scaleway/serverless-scraping-tutorial","predicate":"has context","object":"HCL","text":"scaleway/serverless-scraping-tutorial has context HCL."},{"subject":"scaleway/serverless-scraping-tutorial","predicate":"has evidence coverage","object":"1 captured evidence page","text":"scaleway/serverless-scraping-tutorial has evidence coverage 1 captured evidence page."},{"subject":"scaleway/serverless-scraping-tutorial","predicate":"has captured page count","object":"1","text":"scaleway/serverless-scraping-tutorial has captured page count 1."},{"subject":"scaleway/serverless-scraping-tutorial","predicate":"has readable page count","object":"1","text":"scaleway/serverless-scraping-tutorial has readable page count 1."},{"subject":"scaleway/serverless-scraping-tutorial","predicate":"has related signal count","object":"6","text":"scaleway/serverless-scraping-tutorial has related signal count 6."},{"subject":"scaleway/serverless-scraping-tutorial","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":"scaleway/serverless-scraping-tutorial 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":"scaleway/serverless-scraping-tutorial","predicate":"has source host","object":"github.com","text":"scaleway/serverless-scraping-tutorial has source host github.com."},{"subject":"scaleway/serverless-scraping-tutorial","predicate":"has lab","object":"Scaleway","text":"scaleway/serverless-scraping-tutorial has lab Scaleway."},{"subject":"scaleway/serverless-scraping-tutorial","predicate":"has signal desk","object":"repos","text":"scaleway/serverless-scraping-tutorial has signal desk repos."},{"subject":"scaleway/serverless-scraping-tutorial","predicate":"has source host","object":"github.com","text":"scaleway/serverless-scraping-tutorial has source host github.com."},{"subject":"scaleway/serverless-scraping-tutorial","predicate":"has repository","object":"scaleway/serverless-scraping-tutorial","text":"scaleway/serverless-scraping-tutorial has repository scaleway/serverless-scraping-tutorial."},{"subject":"scaleway/serverless-scraping-tutorial","predicate":"has language","object":"HCL","text":"scaleway/serverless-scraping-tutorial has language HCL."}]},"intelligence":{"signal_desk":"repos","answer":"Scaleway published scaleway/serverless-scraping-tutorial (HCL). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo scaleway/serverless-scraping-tutorial · language HCL. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Scaleway","predicate":"published repo","object":"scaleway/serverless-scraping-tutorial","text":"Scaleway published repo scaleway/serverless-scraping-tutorial."},{"subject":"scaleway/serverless-scraping-tutorial","predicate":"is classified as","object":"repo signal","text":"scaleway/serverless-scraping-tutorial is classified as repo signal."},{"subject":"scaleway/serverless-scraping-tutorial","predicate":"belongs to","object":"repos desk","text":"scaleway/serverless-scraping-tutorial belongs to repos desk."},{"subject":"scaleway/serverless-scraping-tutorial","predicate":"has context","object":"HCL","text":"scaleway/serverless-scraping-tutorial has context HCL."},{"subject":"scaleway/serverless-scraping-tutorial","predicate":"has evidence coverage","object":"1 captured evidence page","text":"scaleway/serverless-scraping-tutorial has evidence coverage 1 captured evidence page."}]},"signal":{"id":"5599b9b3-fe99-4e73-bc79-299f296042b2","url":"https://onlylabs.fyi/signals/5599b9b3-fe99-4e73-bc79-299f296042b2","json_url":"https://onlylabs.fyi/signals/5599b9b3-fe99-4e73-bc79-299f296042b2/signal.json","source_url":"https://github.com/scaleway/serverless-scraping-tutorial","title":"scaleway/serverless-scraping-tutorial","summary":"Scaleway 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":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2023-12-11T15:30:24+00:00","first_seen_at":"2026-06-05T22:32:19.068437+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/scaleway/serverless-scraping-tutorial"]},"facets":{"repo":"scaleway/serverless-scraping-tutorial","language":"HCL"},"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":{"url":"https://github.com/scaleway/serverless-scraping-tutorial","final_url":"https://github.com/scaleway/serverless-scraping-tutorial","title":"scaleway/serverless-scraping-tutorial repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:08:28.800195+00:00","bytes":9680,"raw_path":"6e81c4238470aaa9b73680b3288ff243e991530b11c4a2f8b5f0c24bc71c6ad7.json","content_hash":"5fce976c44f4460aab832590048726740dd6ecd775ceea520fa5f75660e8e580","excerpt_chars":1200,"truncated":true,"excerpt":"scaleway/serverless-scraping-tutorial Language: HCL Stars: 0 Forks: 0 Open issues: 0 Created: 2023-12-11T15:30:24Z Pushed: 2024-01-15T15:59:26Z Default branch: main Fork: no Archived: no README: Create a serverless scraping architecture This is the code for the tutorial [Create a serverless scraping architecture, with Scaleway Messaging and Queuing SQS, Serverless Functions and Managed Database](https://www.scaleway.com/en/docs/tutorials/create-serverless-scraping). In this tutorial we show how to set up a simple application which reads [Hacker News](https://news.ycombinator.com/news) and processes the articles it finds there asynchronously. To do so, we use Scaleway serverless products and deploy two functions: - A producer function, activated by a recurrent cron trigger, that scrapes HackerNews for articles published in the last 15 minutes and pushes the title and URL of the articles to an SQS queue created with Scaleway Messaging and Queuing. - A consumer function, triggered by each new message on the SQS queue, that consumes messages published to the queue, scrapes some data from the linked article, and then writes the data into a Scaleway Managed Database. Requirements This..."},"evidence_pages":[{"url":"https://github.com/scaleway/serverless-scraping-tutorial","final_url":"https://github.com/scaleway/serverless-scraping-tutorial","title":"scaleway/serverless-scraping-tutorial repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:08:28.800195+00:00","bytes":9680,"raw_path":"6e81c4238470aaa9b73680b3288ff243e991530b11c4a2f8b5f0c24bc71c6ad7.json","content_hash":"5fce976c44f4460aab832590048726740dd6ecd775ceea520fa5f75660e8e580","excerpt_chars":1200,"truncated":true,"excerpt":"scaleway/serverless-scraping-tutorial Language: HCL Stars: 0 Forks: 0 Open issues: 0 Created: 2023-12-11T15:30:24Z Pushed: 2024-01-15T15:59:26Z Default branch: main Fork: no Archived: no README: Create a serverless scraping architecture This is the code for the tutorial [Create a serverless scraping architecture, with Scaleway Messaging and Queuing SQS, Serverless Functions and Managed Database](https://www.scaleway.com/en/docs/tutorials/create-serverless-scraping). In this tutorial we show how to set up a simple application which reads [Hacker News](https://news.ycombinator.com/news) and processes the articles it finds there asynchronously. To do so, we use Scaleway serverless products and deploy two functions: - A producer function, activated by a recurrent cron trigger, that scrapes HackerNews for articles published in the last 15 minutes and pushes the title and URL of the articles to an SQS queue created with Scaleway Messaging and Queuing. - A consumer function, triggered by each new message on the SQS queue, that consumes messages published to the queue, scrapes some data from the linked article, and then writes the data into a Scaleway Managed Database. Requirements This..."}],"related_signals":[{"id":"af93b90f-bc3b-43ad-8eb2-3d1ec8734f4c","url":"https://onlylabs.fyi/signals/af93b90f-bc3b-43ad-8eb2-3d1ec8734f4c","source_url":"https://github.com/scaleway/scaleway-skills","title":"scaleway/scaleway-skills","context":"Makefile","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2026-05-13T13:23:52+00:00","first_seen_at":"2026-06-05T22:32:19.068437+00:00","date_source":"source"},{"id":"38ab4441-b385-45c4-b084-bf3f7a16ca54","url":"https://onlylabs.fyi/signals/38ab4441-b385-45c4-b084-bf3f7a16ca54","source_url":"https://github.com/scaleway/k8s-monitoring","title":"scaleway/k8s-monitoring","context":"HCL","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2026-03-20T13:58:58+00:00","first_seen_at":"2026-06-05T22:32:19.068437+00:00","date_source":"source"},{"id":"ed197f07-bfd0-4b7b-85ad-e1a1c90cd2bc","url":"https://onlylabs.fyi/signals/ed197f07-bfd0-4b7b-85ad-e1a1c90cd2bc","source_url":"https://github.com/scaleway/site-to-site-vpn-aws-scw","title":"scaleway/site-to-site-vpn-aws-scw","context":"HCL","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2026-02-23T15:31:12+00:00","first_seen_at":"2026-06-05T22:32:19.068437+00:00","date_source":"source"},{"id":"e9517998-8487-4fde-8132-c396c3378cb2","url":"https://onlylabs.fyi/signals/e9517998-8487-4fde-8132-c396c3378cb2","source_url":"https://github.com/scaleway/homebrew-tap","title":"scaleway/homebrew-tap","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2026-01-17T07:53:41+00:00","first_seen_at":"2026-06-05T22:32:19.068437+00:00","date_source":"source"},{"id":"eee40c15-69d1-4421-863e-709eaafee3d5","url":"https://onlylabs.fyi/signals/eee40c15-69d1-4421-863e-709eaafee3d5","source_url":"https://github.com/scaleway/pennylane-scaleway","title":"scaleway/pennylane-scaleway","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2025-10-27T12:51:22+00:00","first_seen_at":"2026-06-05T22:32:19.068437+00:00","date_source":"source"},{"id":"380b64f1-6b9a-4fb3-a779-6881924ae059","url":"https://onlylabs.fyi/signals/380b64f1-6b9a-4fb3-a779-6881924ae059","source_url":"https://github.com/scaleway/yardstiq-scaleway","title":"scaleway/yardstiq-scaleway","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2025-10-23T13:22:58+00:00","first_seen_at":"2026-06-05T22:32:19.068437+00:00","date_source":"source"}]}