{"schema_version":"onlylabs.public_signal.v1","title":"DigitalOcean (GradientAI) Writing: The agent-first cloud: why we built Managed Agents","description":"DigitalOcean (GradientAI) writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/8b425683-22f4-4806-b953-717fe455aa18","json_url":"https://onlylabs.fyi/signals/8b425683-22f4-4806-b953-717fe455aa18/signal.json","generated_at":"2026-10-25T11:17:11.290Z","evidence_latest_fetched_at":"2026-09-25T20:02:22.546932+00:00","signal_first_seen_at":"2026-09-25T20:00:51.405489+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/8b425683-22f4-4806-b953-717fe455aa18","signal_json":"https://onlylabs.fyi/signals/8b425683-22f4-4806-b953-717fe455aa18/signal.json","source":"https://www.digitalocean.com/blog/why-we-built-managed-agents","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 The agent-first cloud: why we built Managed Agents. 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Sitemap . AI/ML The agent-first cloud: why we built Managed Agents By VInay Kumar CPTO, Digital Ocean Updated: September 25, 2026 9 min read <- Back to blog home Compute (EC2) opened the front door to the first generation cloud. Agents need something different: compute, inference, and data working as one. We built the cloud that delivers all three as one simple, intuitive developer experience for AI-natives. Every era of the cloud has its own unit of work. For the last twenty years, that unit was the virtual machine hour. Customers came for the compute, paid by the hour whether it was working or waiting, and every service that followed existed to drive more of it. Fourteen years ago our answer was a $5 Droplet, and a generation built on it because it was simple, and well-packaged. Agents require that same simplicity, with a workload that no longer fits inside a VM. An AI agent doesn’t run like a web server: It thinks in tokens and acts in short bursts of compute. 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