Architecture, validation, routing, and token discipline for AI coding. Shared shapes need one owner. Routes, event names, IDs, policy keys, device identifiers, status values, and cross-package ...
A code-level walkthrough of running Bucket4j rate limiting on top of embedded Infinispan. It traces how InfinispanProxyManager wraps a Bucket4j RemoteCommand into a SerializableFunction that runs as ...
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Comprehensive guide to AI agent engineering: how 30+ frameworks actually work under the hood. Context rot, compaction, system prompt assembly, SOUL.md, agent loops, memory systems, tool sprawl, MC ...
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