Original sourceinfoq.com
Summary
InfoQ reports that DigitalOcean launched Learning Services and Agent Data Services in public preview, helping developers build, evaluate, and continuously improve AI agents on a single cloud platform. Both are built on its Inference Engine and Managed Agents, letting agents learn from real interact…
Key points
- Teams wanting to measure agent effectiveness rather than just outputs can borrow its three-stage logging, detection, and simulation process.
- Continuous agent improvement relies on observable logs and offline simulation, not one-off prompt tuning.
- Teams can systematically recycle post-launch failure samples into a repeatable improvement loop.
Editorial note
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