GitHub user awdemos added a comment to the discussion: [DISCUSS] New Agentic lakehouse module & built-in AI agent gateway
Love the direction. Making every Hudi table queryable by agents and keeping it self-hostable (Ollama by default) is the right default for data platforms. One thing to design in early: cost predictability for the agent loop. Local inference is free-ish, but once deployments switch to API providers or vLLM clusters, per-token metered costs can surprise operators. A "cost ceiling" or flat-rate backend option—where heavy agent loops run on a fixed monthly GPU environment—would make the gateway more palatable for production teams. We run UltraWork on that flat monthly model (https://vibecodingagency.com/gpu-cloud/) for exactly this reason: teams want agentic capability without variable inference bills. Disclosure: I help run Vibe Coding Agency. Happy to share the budget-vs-telemetry patterns we've used if useful. GitHub link: https://github.com/apache/hudi/discussions/19264#discussioncomment-17650783 ---- This is an automatically sent email for [email protected]. To unsubscribe, please send an email to: [email protected]
