DigitalOcean Launches Agent Learning and Data Services for Recursively Self-Improving AI Agents
Business Wire•12/10/2026•09:33 ET
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Key Highlights
- ➤DigitalOcean launches Agent Learning Services in public preview today
- ➤Agent Data Services centralizes searchable, governed multimodal company data for agents
- ➤Inference Router optimizer selects models using cost, quality, or customer evaluations
- ➤DigitalOcean plans automated self-improvement for agent workflows beyond current human approvals
- ➤Amplitude uses DigitalOcean Managed Agents to power its self-improving Wave product
Expert Statements
Vinay Kumar, Chief Product and Technology Officer, DigitalOcean
“The question has changed from ‘can we launch an agent’ to ‘does our agent get better with every run”
Vinay Kumar, Chief Product and Technology Officer, DigitalOcean
“We built Inference Engine so agents could think, Managed Agents so they could act, and now Agent Learning Services and Agent Data Services so they can improve, on one open cloud and on the customer’s own data. That is what owning your intelligence means, and it is why DigitalOcean is the place to launch and scale self-improving agents.”
Spenser Skates, Co-founder and CEO of Amplitude
“Amplitude helps organizations deliver more impact when building with AI”
Spenser Skates, Co-founder and CEO of Amplitude
“Amplitude Wave is an agentic product team for building self-improving products. It analyzes product data, customer feedback, and code to recommend changes, ship experiments, and measure the real-world results. With DigitalOcean, the models and the agent infrastructure are on one platform. We choose the model for each task based on the results it delivers, not just its cost. DigitalOcean Managed Agents powers Wave and handles the agent infrastructure as we scale, so our engineers can focus on helping customers build better products and get more value out of their AI spend.”
DigitalOcean Launches Agent Learning and Data Services for Recursively Self-Improving AI Agents
DigitalOcean Agent Learning Services turn agent interactions into better business outcomes, powered by DigitalOcean Agent Data Services, a fully managed data layer built for agents
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