{"schema_version":"onlylabs.public_signal.v1","title":"Scaleway Writing: Graduating from Docker to Kubernetes","description":"Scaleway writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/14b874e5-884b-4a65-b7d5-b27c4de988dd","json_url":"https://onlylabs.fyi/signals/14b874e5-884b-4a65-b7d5-b27c4de988dd/signal.json","generated_at":"2026-06-07T21:17:10.641739+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/14b874e5-884b-4a65-b7d5-b27c4de988dd","signal_json":"https://onlylabs.fyi/signals/14b874e5-884b-4a65-b7d5-b27c4de988dd/signal.json","source":"https://www.scaleway.com/en/blog/from-docker-to-kubernetes/","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":"https://onlylabs.fyi/topics/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Scaleway published Graduating from Docker to Kubernetes. 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High-signal details: Graduating from Docker to Kubernetes Deploy • Arnaud Alcabas • 29/03/23 • 12 min read Currently a Solutions Architect here at Scaleway, I have been working with.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","signal_desk":"talking","source_context":{"source_url":"https://www.scaleway.com/en/blog/from-docker-to-kubernetes/","source_host":"scaleway.com","occurred_at":"2023-03-29T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:15.955798+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"Scaleway","source":"signal"},{"label":"Signal desk","value":"talking","source":"signal"},{"label":"Source host","value":"scaleway.com","source":"source"},{"label":"Author","value":"Arnaud Alcabas","source":"source"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","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://www.scaleway.com/en/blog/from-docker-to-kubernetes/"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-07T21:17:10.641739+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/14b874e5-884b-4a65-b7d5-b27c4de988dd/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":"https://onlylabs.fyi/topics/talking/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neocloud","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","evidence_focus":["post title","source URL","captured page text","HN traction","linked model or paper references","publication date"],"extraction_questions":["Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Which writing reframes a recent release, model, hiring wave, or policy stance?","Which posts mention data, evals, infrastructure, safety, or deployment workflows?"],"signal_questions":["What public theme, launch framing, or research direction does this writing signal expose?","Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Do the 6 related writing signals show a repeated pattern?"],"output_fields":["org","theme","public_framing","traction","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/14b874e5-884b-4a65-b7d5-b27c4de988dd/signal.json","required":true},{"label":"source","url":"https://www.scaleway.com/en/blog/from-docker-to-kubernetes/","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":"https://onlylabs.fyi/topics/talking/signals.json?category=neocloud","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 writing signal \"Graduating from Docker to Kubernetes\" for neocloud strategy."},"semantic_triples":[{"subject":"Scaleway","predicate":"published","object":"Graduating from Docker to Kubernetes","text":"Scaleway published Graduating from Docker to Kubernetes."},{"subject":"Graduating from Docker to Kubernetes","predicate":"is classified as","object":"writing signal","text":"Graduating from Docker to Kubernetes is classified as writing signal."},{"subject":"Graduating from Docker to Kubernetes","predicate":"belongs to","object":"talking desk","text":"Graduating from Docker to Kubernetes belongs to talking desk."},{"subject":"Graduating from Docker to Kubernetes","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Graduating from Docker to Kubernetes has evidence coverage 1 captured evidence page."},{"subject":"Graduating from Docker to Kubernetes","predicate":"has captured page count","object":"1","text":"Graduating from Docker to Kubernetes has captured page count 1."},{"subject":"Graduating from Docker to Kubernetes","predicate":"has readable page count","object":"1","text":"Graduating from Docker to Kubernetes has readable page count 1."},{"subject":"Graduating from Docker to Kubernetes","predicate":"has related signal count","object":"6","text":"Graduating from Docker to Kubernetes has related signal count 6."},{"subject":"Graduating from Docker to Kubernetes","predicate":"has analysis playbook objective","object":"Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","text":"Graduating from Docker to Kubernetes has analysis playbook objective Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.."},{"subject":"Graduating from Docker to Kubernetes","predicate":"has source host","object":"scaleway.com","text":"Graduating from Docker to Kubernetes has source host scaleway.com."},{"subject":"Graduating from Docker to Kubernetes","predicate":"has lab","object":"Scaleway","text":"Graduating from Docker to Kubernetes has lab Scaleway."},{"subject":"Graduating from Docker to Kubernetes","predicate":"has signal desk","object":"talking","text":"Graduating from Docker to Kubernetes has signal desk talking."},{"subject":"Graduating from Docker to Kubernetes","predicate":"has source host","object":"scaleway.com","text":"Graduating from Docker to Kubernetes has source host scaleway.com."},{"subject":"Graduating from Docker to Kubernetes","predicate":"has author","object":"Arnaud Alcabas","text":"Graduating from Docker to Kubernetes has author Arnaud Alcabas."},{"subject":"Graduating from Docker to Kubernetes","predicate":"has watch term","object":"Infrastructure","text":"Graduating from Docker to Kubernetes has watch term Infrastructure."},{"subject":"Graduating from Docker to Kubernetes","predicate":"has watch term","object":"Safety and alignment","text":"Graduating from Docker to Kubernetes has watch term Safety and alignment."}]},"intelligence":{"signal_desk":"talking","answer":"Scaleway published Graduating from Docker to Kubernetes. This talking signal gives public context for research themes, product direction, policy, or launch framing. 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And for most people, including me, the container journey started the same way: with Docker. In this blog post, I’ll show you what the next few steps in your container journey could be as you graduate from Docker to Kubernetes. The container journey begins with Docker When using containers, you probably started with a docker run and were amazed that you could just start “an ubuntu” inside whatever OS you were running the command on. After playing around with your container in interactive mode, the next step was to build a container image, starting it in the background and pointing your web browser to it. It took a bit of trial and error, but in the end, your image was there, and everything ran neatly in its own little subsystem. Going from there, you probably linked a few containers together using Docker Compose, appreciated how you could conveniently reach neighboring containers via network just by using their names, hosted everything on a virtual machine (VM), and your first..."},"evidence_pages":[{"url":"https://www.scaleway.com/en/blog/from-docker-to-kubernetes/","final_url":"https://www.scaleway.com/en/blog/from-docker-to-kubernetes/","title":"Graduating from Docker to Kubernetes","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-07T21:17:10.641739+00:00","bytes":264772,"raw_path":"7f80331bd0801acaa11f7f4bf561ffe83cf33be7720c91f898d6dc16c1ce93b4.html","content_hash":"24a8d95b397ffd8f3cfdccbfba86d9a255db384ee9216227a932d0d3e721725e","excerpt_chars":1200,"truncated":true,"excerpt":"Graduating from Docker to Kubernetes Deploy • Arnaud Alcabas • 29/03/23 • 12 min read Currently a Solutions Architect here at Scaleway, I have been working with containers and Kubernetes for a few years now. And for most people, including me, the container journey started the same way: with Docker. In this blog post, I’ll show you what the next few steps in your container journey could be as you graduate from Docker to Kubernetes. The container journey begins with Docker When using containers, you probably started with a docker run and were amazed that you could just start “an ubuntu” inside whatever OS you were running the command on. After playing around with your container in interactive mode, the next step was to build a container image, starting it in the background and pointing your web browser to it. It took a bit of trial and error, but in the end, your image was there, and everything ran neatly in its own little subsystem. Going from there, you probably linked a few containers together using Docker Compose, appreciated how you could conveniently reach neighboring containers via network just by using their names, hosted everything on a virtual machine (VM), and your first..."}],"related_signals":[{"id":"b0ad8b34-33f4-455d-b0bc-9c40f34e08e5","url":"https://onlylabs.fyi/signals/b0ad8b34-33f4-455d-b0bc-9c40f34e08e5","source_url":"https://www.scaleway.com/en/blog/secnumcloud-strategic-challenges/","title":"SecNumCloud: The Strategic Challenges of The Qualification","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2026-05-18T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:15.955798+00:00","date_source":"source"},{"id":"1ebc5528-9bd0-4245-8610-f28f9e3c5701","url":"https://onlylabs.fyi/signals/1ebc5528-9bd0-4245-8610-f28f9e3c5701","source_url":"https://www.scaleway.com/en/blog/what-is-file-storage/","title":"What is File Storage ?","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2026-05-11T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:15.955798+00:00","date_source":"source"},{"id":"25d2fe5f-0386-4230-88d5-a8441b913ea5","url":"https://onlylabs.fyi/signals/25d2fe5f-0386-4230-88d5-a8441b913ea5","source_url":"https://www.scaleway.com/en/blog/secnumcloud-trusted-cloud-standard/","title":"SecNumCloud: Understanding the trusted cloud standard","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2026-05-11T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:15.955798+00:00","date_source":"source"},{"id":"5ab5596e-ffbc-4a9e-84f9-cb54758bd5ff","url":"https://onlylabs.fyi/signals/5ab5596e-ffbc-4a9e-84f9-cb54758bd5ff","source_url":"https://www.scaleway.com/en/blog/risc-v-servers-in-the-cloud/","title":"How Scaleway brought the first RISC-V servers to the cloud","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2026-05-04T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:15.955798+00:00","date_source":"source"},{"id":"868f0aa0-2b52-47bf-afa3-5b656454f763","url":"https://onlylabs.fyi/signals/868f0aa0-2b52-47bf-afa3-5b656454f763","source_url":"https://www.scaleway.com/en/blog/updates-on-top-level-domain-tld-price-list/","title":"Updates on Top-Level Domain (TLD) price list","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2026-04-27T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:15.955798+00:00","date_source":"source"},{"id":"ee327ff2-954d-407d-8d37-447f25d5ddf5","url":"https://onlylabs.fyi/signals/ee327ff2-954d-407d-8d37-447f25d5ddf5","source_url":"https://www.scaleway.com/en/blog/a-transparent-update-on-scaleway-pricing/","title":"A transparent update on Scaleway pricing","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2026-04-27T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:15.955798+00:00","date_source":"source"}]}