{"schema_version":"onlylabs.public_signal.v1","title":"DigitalOcean (GradientAI) Writing: Request-Based Autoscaling Is Now Generally Available on App Platform","description":"DigitalOcean (GradientAI) writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/4194cf4d-21db-447d-ba55-d8adfd1172f6","json_url":"https://onlylabs.fyi/signals/4194cf4d-21db-447d-ba55-d8adfd1172f6/signal.json","generated_at":"2026-06-07T21:14:12.353616+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/4194cf4d-21db-447d-ba55-d8adfd1172f6","signal_json":"https://onlylabs.fyi/signals/4194cf4d-21db-447d-ba55-d8adfd1172f6/signal.json","source":"https://www.digitalocean.com/blog/request-based-autoscaling-app-platform","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":"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":"DigitalOcean (GradientAI) published Request-Based Autoscaling Is Now Generally Available on App Platform. 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Sitemap . Dark mode is coming soon. Product updates Request-Based Autoscaling Is Now Generally Available on App Platform By Bikram Gupta and Greeshma Pillai Published: May 22, 2026 4 min read <- Back to blog home Traffic doesn’t spike on a schedule. A product launch, a viral moment, or a flash sale can send request volume through the roof in seconds, long before your CPU metrics catch up. That gap is where performance suffers. Today, we’re excited to announce that request-based autoscaling on DigitalOcean App Platform is now generally available. Your apps can now automatically scale based on live HTTP traffic signals (requests per second and P95 response latency) so your infrastructure reacts to what’s actually happening, not what happened minutes ago. Now Available for Shared and Dedicated CPU Instances Until now, autoscaling on App Platform required a dedicated CPU plan . That meant a good portion of App Platform users (anyone running on shared CPU instances) had no path to automatic horizontal scaling at all. That changes today. Request-based autoscaling works on both..."},"evidence_pages":[{"url":"https://www.digitalocean.com/blog/request-based-autoscaling-app-platform","final_url":"https://www.digitalocean.com/blog/request-based-autoscaling-app-platform","title":"Request-Based Autoscaling Is Now Generally Available on App Platform","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-07T21:14:12.353616+00:00","bytes":253230,"raw_path":"5cae64475c972bc8ef684e1ce78bf16f3f1db8b3a8e2c967f021e3bde63c4338.html","content_hash":"e90d8168a8b0c682ea0c7d240fb338d4f42373ab7d709faec8692c83d2ecec20","excerpt_chars":1200,"truncated":true,"excerpt":"Request-Based Autoscaling Is Now Generally Available on App Platform | DigitalOcean © 2026 DigitalOcean, LLC. Sitemap . Dark mode is coming soon. Product updates Request-Based Autoscaling Is Now Generally Available on App Platform By Bikram Gupta and Greeshma Pillai Published: May 22, 2026 4 min read <- Back to blog home Traffic doesn’t spike on a schedule. A product launch, a viral moment, or a flash sale can send request volume through the roof in seconds, long before your CPU metrics catch up. That gap is where performance suffers. Today, we’re excited to announce that request-based autoscaling on DigitalOcean App Platform is now generally available. Your apps can now automatically scale based on live HTTP traffic signals (requests per second and P95 response latency) so your infrastructure reacts to what’s actually happening, not what happened minutes ago. Now Available for Shared and Dedicated CPU Instances Until now, autoscaling on App Platform required a dedicated CPU plan . That meant a good portion of App Platform users (anyone running on shared CPU instances) had no path to automatic horizontal scaling at all. 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