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Grab has standardized over 500 internal AI agent services on its internal framework, LLM-Kit. The framework provides pre-built scaffolding for evaluation, tracing, secret handling, and tool-server connections. This has reduced the time to wire a new agent service into production from over two weeks to about one hour, as the production wrapper is now solved centrally.
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