José David Baena – Distributed Systems Engineer https://josedavidbaena.com Production notes and source-backed analysis on distributed systems, messaging infrastructure, open-source internals, and model engineering. en-us josedab@gmail.com (José David Baena) josedab@gmail.com (José David Baena) Wed, 29 Jul 2026 00:00:00 GMT https://josedavidbaena.com/blog/kimi-k3/03-api-production-state-tools-caching Kimi K3 API State: Tools, Caching, and Failure Modes https://josedavidbaena.com/blog/kimi-k3/03-api-production-state-tools-caching Kimi K3 is conversation-stateless at the API boundary; preserve full assistant messages, tool results, cache identity, and terminal-state checks. Wed, 29 Jul 2026 00:00:00 GMT josedab@gmail.com (José David Baena) kimi-k3apitool-callingcontext-cachingproduction https://josedavidbaena.com/blog/tiny-language-models/tiny-llm-case-studies-production Tiny LLM Deployment Patterns: Architecture Blueprints from Published Benchmarks https://josedavidbaena.com/blog/tiny-language-models/tiny-llm-case-studies-production Deployment patterns for tiny LLMs in healthcare, legal, manufacturing, and edge—grounded in published benchmarks from Microsoft, Apple, and MLPerf. Mon, 13 Oct 2025 00:00:00 GMT josedab@gmail.com (José David Baena) machine-learningdeployment-patternsproductionbenchmarksarchitecture