DigitalOcean launches Agent Learning & Data Services to catch silent agent failures
hey_abusiddik · x · 2026-10-12
DigitalOcean has launched Agent Learning Services and Agent Data Services. The demo targets the worst kind of AI agent bug — one where the agent tells a user to "try again later," nothing errors in the logs, and hundreds of users hit the same issue. Signals flags the failed session while Simulations tests the fix across simulated signups, with a human approving the change before it ships — catching bugs at the first user instead of the four-hundredth.
Related event: DigitalOcean Launches Agent Services to Catch AI Agent Failures Early(3 posts)→
More from coding & agent
- Enterprise AI's Worst Failure Mode: Confident Wrong Answers, No Errors — DavidLinthicum · 2026-10-13
- Dev builds Felix, a detective game living on an M5Stack device with Codex and receipt printer clues — OpenAIDevs · 2026-10-13
- Muse Wonder tops SWE-Marathon at 57.5%, beating Claude and GPT-6 by 11+ points — jyangballin · 2026-10-13
- 72% of ReadMe's docs traffic is agents; Restless puts API fixes inside error responses — JaynitMakwana · 2026-10-13
- Mochi: an open-source desktop companion that watches your Claude Code agents for you — brute984 · 2026-10-13
- Perplexity built Projects' filesystem as a Git forge for agents, with greps beating semantic search — perplexity_ai · 2026-10-13