{"schema_version":"onlylabs.public_signal.v1","title":"DigitalOcean (GradientAI) Writing: The Glue Problem in Modern AI Development","description":"DigitalOcean (GradientAI) writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/5e206e4a-012b-4244-a22a-006735837f49","json_url":"https://onlylabs.fyi/signals/5e206e4a-012b-4244-a22a-006735837f49/signal.json","generated_at":"2026-06-07T21:14:52.123068+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/5e206e4a-012b-4244-a22a-006735837f49","signal_json":"https://onlylabs.fyi/signals/5e206e4a-012b-4244-a22a-006735837f49/signal.json","source":"https://www.digitalocean.com/blog/glue-problem-ai-development","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 Glue Problem in Modern AI Development. 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policy posture, launch narratives, and market attention.."},{"subject":"The Glue Problem in Modern AI Development","predicate":"has source host","object":"digitalocean.com","text":"The Glue Problem in Modern AI Development has source host digitalocean.com."},{"subject":"The Glue Problem in Modern AI Development","predicate":"has lab","object":"DigitalOcean (GradientAI)","text":"The Glue Problem in Modern AI Development has lab DigitalOcean (GradientAI)."},{"subject":"The Glue Problem in Modern AI Development","predicate":"has signal desk","object":"talking","text":"The Glue Problem in Modern AI Development has signal desk talking."},{"subject":"The Glue Problem in Modern AI Development","predicate":"has source host","object":"digitalocean.com","text":"The Glue Problem in Modern AI Development has source host digitalocean.com."},{"subject":"The Glue Problem in Modern AI Development","predicate":"has notability","object":"Article on AI development concept, not notable 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published The Glue Problem in Modern AI Development. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Article on AI development concept, not notable release · The Glue Problem in Modern AI Development | DigitalOcean © 2026 DigitalOcean, LLC. Sitemap . Dark mode is coming soon. 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Sitemap . Dark mode is coming soon. Engineering The Glue Problem in Modern AI Development By James Skelton AI/ML Technical Content Strategist Updated: April 2, 2026 10 min read <- Back to blog home AI is now central to modern software development. Teams across industries are turning to AI to solve product and workflow problems in software. But building production systems is still complex. The hardest part of deploying AI isn’t the model, it’s everything around it. That complexity becomes a glue-code problem when storage, compute, orchestration, networking, authentication, and inference live in separate systems with different operating models. The more seams a workflow crosses, the more developer effort shifts from building product logic to wiring services together. A more integrated platform model reduces that burden. This article examines what it takes to deploy and operate AI applications in today’s cloud landscape. 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