<?xml version="1.0" encoding="utf-8" standalone="yes"?><urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9" xmlns:xhtml="http://www.w3.org/1999/xhtml"><url><loc>https://johklo.github.io/docs/tech/ops/mlops/basics/</loc><lastmod>2026-11-08T18:11:01+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/labs/mlflow-aml-overview/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ai-agents-and-applications/00-overview/</loc><lastmod>2026-11-07T14:33:10+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/machine-learning-platform-engineering/00-overview/</loc><lastmod>2026-11-07T21:57:39+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/machine-learning-platform-engineering/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/</loc><lastmod>2026-10-16T10:37:35+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/business/thinking-tools/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/labs/</loc><lastmod>2026-11-08T18:11:01+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/labs/mlflow-capabilities/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/llmops/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ai-agents-and-applications/</loc><lastmod>2026-11-07T14:33:10+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/ai/</loc><lastmod>2026-10-16T10:37:35+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/labs/bentoml-capabilities/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/business/</loc><lastmod>2026-10-16T10:37:35+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/generative-ai-system-design-interview/</loc><lastmod>2026-11-08T18:38:57+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/book/</loc><lastmod>2026-11-14T20:36:39+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/insight/</loc><lastmod>2026-10-16T10:37:35+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/business/thinking-tools/01-systems-thinking/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/business/consulting-storytelling/01-pyramid-principle/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/generative-ai-system-design-interview/01-introduction-and-overview/</loc><lastmod>2026-11-08T20:56:49+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/basics/mlflow/</loc><lastmod>2026-11-06T15:07:16+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/data-versioning/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/llmops/ingestion-faiss/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/labs/01-local-tracking/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ai-agents-and-applications/01-introduction/</loc><lastmod>2026-11-07T14:33:10+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/machine-learning-platform-engineering/01-getting-started/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/business/consulting-storytelling/02-scqa-scr/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/business/thinking-tools/02-decision-making/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/business/consulting-storytelling/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/generative-ai-system-design-interview/02-gmail-smart-compose/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/basics/feast/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/mlflow/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/llmops/qdrant/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/labs/02-query-and-compare/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/machine-learning-platform-engineering/02-what-is-mlops/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ai-agents-and-applications/02-prompts/</loc><lastmod>2026-11-07T14:33:10+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/tensorboard/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/business/thinking-tools/03-problem-solving/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/business/consulting-storytelling/03-horizontal-vertical-logic/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/generative-ai-system-design-interview/03-google-translate/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/basics/kubeflow-pipelines/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/feast/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/llmops/pgvector/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/labs/03-model-format-and-loading/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ai-agents-and-applications/03-summarization/</loc><lastmod>2026-11-07T14:33:10+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/machine-learning-platform-engineering/03-kubernetes-foundation/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/machine-learning-platform-engineering/practice/ch03/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/business/consulting-storytelling/04-sparkline/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/business/thinking-tools/04-communication/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/generative-ai-system-design-interview/04-chatgpt-personal-assistant-chatbot/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/basics/bentoml/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/kubeflow/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/llmops/application/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/labs/04-azureml-tracking-and-jobs/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ai-agents-and-applications/04-research-engine/</loc><lastmod>2026-11-07T14:33:10+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/machine-learning-platform-engineering/04-experiments-features-pipelines/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/machine-learning-platform-engineering/practice/ch04-05/</loc><lastmod>2026-11-08T18:11:01+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/llmops/conversation-ui/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/business/consulting-storytelling/05-abt/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/business/thinking-tools/05-model-based-approach/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/generative-ai-system-design-interview/05-image-captioning/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/bentoml/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/llmops/langfuse/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/labs/05-model-registration/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ai-agents-and-applications/05-langgraph-workflows/</loc><lastmod>2026-11-07T14:33:10+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/llmops/langsmith/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/business/consulting-storytelling/06-made-to-stick-success/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/generative-ai-system-design-interview/06-retrieval-augmented-generation/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/runtime/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/llmops/promptfoo/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/labs/06-online-and-batch-inference/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ai-agents-and-applications/06-rag-fundamentals/</loc><lastmod>2026-11-07T14:33:10+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/machine-learning-platform-engineering/06-productionizing-models/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/machine-learning-platform-engineering/practice/ch06/</loc><lastmod>2026-11-08T18:11:01+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/llmops/deepeval/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/business/consulting-storytelling/07-tell-tell-tell-and-choosing/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/generative-ai-system-design-interview/07-realistic-face-generation/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/gitops/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/llmops/ragas/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ai-agents-and-applications/07-conversational-rag/</loc><lastmod>2026-11-07T14:33:10+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/machine-learning-platform-engineering/07-data-preparation/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/machine-learning-platform-engineering/practice/ch07/</loc><lastmod>2026-11-08T18:11:01+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/generative-ai-system-design-interview/08-high-resolution-image-synthesis/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/llmops/litellm/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/monitoring/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ai-agents-and-applications/08-advanced-indexing/</loc><lastmod>2026-11-07T14:33:10+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/machine-learning-platform-engineering/08-training-and-validation-1/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/machine-learning-platform-engineering/practice/ch08/</loc><lastmod>2026-11-08T18:11:01+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/generative-ai-system-design-interview/09-text-to-image-generation/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/evidently/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/llmops/vllm/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ai-agents-and-applications/09-question-transformations/</loc><lastmod>2026-11-07T14:33:10+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/machine-learning-platform-engineering/09-training-and-validation-2/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/machine-learning-platform-engineering/practice/ch09/</loc><lastmod>2026-11-08T18:11:01+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/generative-ai-system-design-interview/10-personalized-headshot-generation/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/llmops/redis/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ai-agents-and-applications/10-query-routing/</loc><lastmod>2026-11-07T14:33:10+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/machine-learning-platform-engineering/10-inference-and-serving/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/machine-learning-platform-engineering/practice/ch10/</loc><lastmod>2026-11-08T18:11:01+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/generative-ai-system-design-interview/11-text-to-video-generation/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/llmops/guardrails/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/labs/ml-platform-labs-00-foundation/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ai-agents-and-applications/11-tool-agents/</loc><lastmod>2026-11-07T14:33:10+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/machine-learning-platform-engineering/11-monitoring-and-explainability/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/machine-learning-platform-engineering/practice/ch11/</loc><lastmod>2026-11-08T18:11:01+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/llmops/nemo-guardrails/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/llmops/opentelemetry/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/labs/ml-platform-labs-01-movies/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ai-agents-and-applications/12-multi-agent-systems/</loc><lastmod>2026-11-07T14:33:10+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/machine-learning-platform-engineering/12-llm-powered-systems/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/machine-learning-platform-engineering/practice/ch12/</loc><lastmod>2026-11-08T18:11:01+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/llmops/release/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/labs/ml-platform-labs-02-cards/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ai-agents-and-applications/13-mcp-servers/</loc><lastmod>2026-11-07T14:33:10+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/machine-learning-platform-engineering/13-production-llm-systems/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/machine-learning-platform-engineering/practice/ch13/</loc><lastmod>2026-11-08T18:11:01+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/machine-learning-platform-engineering/practice/</loc><lastmod>2026-11-08T18:11:01+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/machine-learning-platform-engineering/lab-guide/</loc><lastmod>2026-11-08T18:51:28+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/labs/ml-platform-labs-03-feast/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ai-agents-and-applications/14-production-agents/</loc><lastmod>2026-11-07T14:33:10+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/llmops/observatory/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/labs/ml-platform-labs-04-pipelines/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/labs/ml-platform-labs-05-serving-monitoring/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/labs/ml-platform-labs-06-rag-llmops/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/labs/ml-platform-labs-07-azure/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/labs/ml-platform-labs-08-coverage/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/labs/ml-platform-labs-09-integrated-operations/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/ops/mlops/labs/ml-platform-labs-10-rag-release/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/abt/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/action-title/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/business/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/case-study/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/communication/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/consulting/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/decision-making/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/made-to-stick/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/mece/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/presentation/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/problem-solving/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/pyramid-principle/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/scqa/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/sparkline/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/storytelling/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/systems-thinking/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/thinking-tools/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/training/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/untools/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/writing/</loc><lastmod>2026-11-14T08:50:02+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/ai-safety/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/autoregressive-models/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/beam-search/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/book-club/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/chatbot/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/computer-vision/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/diffusion/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/diffusion-models/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/distributed-training/</loc><lastmod>2026-11-08T20:56:49+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/dreambooth/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/encoder-decoder/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/evaluation-metrics/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/gan/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/genai-system-design/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/image-captioning/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/image-generation/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/interview-framework/</loc><lastmod>2026-11-08T20:56:49+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/language-models/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/llm/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/machine-translation/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/multimodal/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/personalization/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/rag/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/rlhf/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/scaling-laws/</loc><lastmod>2026-11-08T20:56:49+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/text-generation/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/text-to-image/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/transformers/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/vector-search/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/video-generation/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/vision-transformer/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/vqgan/</loc><lastmod>2026-11-08T21:06:04+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/hands-on/</loc><lastmod>2026-11-08T18:51:28+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/llmops/</loc><lastmod>2026-11-08T18:51:28+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/ml-platform-engineering/</loc><lastmod>2026-11-08T18:51:28+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/mlops/</loc><lastmod>2026-11-08T18:51:28+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/bentoml/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/feast/</loc><lastmod>2026-11-08T18:11:01+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/feature-store/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/kubeflow/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/mlflow/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/pipelines/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/platform-engineering/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/serving/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/argo-cd/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/chainlit/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/ci-cd/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/conversation-ui/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/data-drift/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/data-versioning/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/deepeval/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/docker/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/dvc/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/evaluation/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/evidently/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/faiss/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/gateway/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/gitops/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/governance/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/grafana/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/guardrails/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/helm/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/inference/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/ingestion/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/kubernetes/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/langchain/</loc><lastmod>2026-11-07T14:33:10+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/langfuse/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/langgraph/</loc><lastmod>2026-11-07T14:33:10+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/langsmith/</loc><lastmod>2026-11-07T14:33:10+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/litellm/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/mcp/</loc><lastmod>2026-11-07T14:33:10+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/model-registry/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/monitoring/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/nemo-guardrails/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/observability/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/opentelemetry/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/pgvector/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/postgresql/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/prometheus/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/promptfoo/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/qdrant/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/rag-evaluation/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/ragas/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/redis/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/redisvl/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/release/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/safety/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/semantic-cache/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/tensorboard/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/tracing/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/validation/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/vllm/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/ml-platform-labs/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/book/knowledge-capital/</loc><lastmod>2026-10-23T22:13:11+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/book/</loc><lastmod>2026-10-23T22:13:11+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/azure-machine-learning/</loc><lastmod>2026-11-08T18:11:01+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/devops/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/model-serving/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/agent-operations/</loc><lastmod>2026-11-07T14:33:10+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/ai-agents-and-applications/</loc><lastmod>2026-11-07T14:33:10+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/chromadb/</loc><lastmod>2026-11-07T14:33:10+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/multi-agent/</loc><lastmod>2026-11-07T14:33:10+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/prompt-engineering/</loc><lastmod>2026-11-07T14:33:10+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/query-routing/</loc><lastmod>2026-11-07T14:33:10+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/retrieval/</loc><lastmod>2026-11-07T14:33:10+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/summarization/</loc><lastmod>2026-11-07T14:33:10+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/tool-calling/</loc><lastmod>2026-11-07T14:33:10+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/workflows/</loc><lastmod>2026-11-07T14:33:10+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/data-engineering/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/deepchecks/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/explainability/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/kserve/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/model-training/</loc><lastmod>2026-11-08T18:31:42+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/book/2026-10-16-/</loc><lastmod>2026-10-16T10:37:35+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/envoyarchitecture/</loc><lastmod>2026-10-16T10:37:35+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/network/</loc><lastmod>2026-10-16T10:37:35+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/websocket/</loc><lastmod>2026-10-16T10:37:35+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/websocket/</loc><lastmod>2026-10-16T10:37:35+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/agents/</loc><lastmod>2026-10-28T07:08:48+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/book/gtd/</loc><lastmod>2026-10-16T10:37:35+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/book/seal/</loc><lastmod>2026-10-16T10:37:35+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/blog/</loc><lastmod>2026-10-16T10:37:35+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/insight/music/</loc><lastmod>2026-10-16T10:37:35+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/insight/blah/</loc><lastmod>2026-10-16T10:37:35+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/insight/client-relationship/</loc><lastmod>2026-10-16T10:37:35+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/book/murakami-run/</loc><lastmod>2026-10-16T10:37:35+09:00</lastmod></url><url><loc>https://johklo.github.io/tags/latex/</loc><lastmod>2026-10-16T10:37:35+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/tech/mathjax-latex/</loc><lastmod>2026-10-16T10:37:35+09:00</lastmod></url><url><loc>https://johklo.github.io/about/</loc><lastmod>2026-10-24T14:01:45+09:00</lastmod></url><url><loc>https://johklo.github.io/docs/</loc><lastmod>2026-10-16T10:37:35+09:00</lastmod></url><url><loc>https://johklo.github.io/</loc><lastmod>2026-10-25T22:39:11+09:00</lastmod></url></urlset>