https://billtcheng2013.medium.com/terraform-resources-to-be-productive-in-2020-d3ca98b0ea372022-01-27monthly0.7 https://billtcheng2013.medium.com/tesseract-ocr-tips-dc07e007de322020-08-10monthly1.0 https://billtcheng2013.medium.com/azure-cognitive-services-for-ocr-29969f1c3daa2020-09-03monthly0.7 https://billtcheng2013.medium.com2026-07-08weekly1.0 https://billtcheng2013.medium.com/about2026-07-08weekly1.0 https://billtcheng2013.medium.com/hello-world-to-dapr-and-keda-a3c5bc6c0e262020-12-22monthly1.0 https://billtcheng2013.medium.com/kubernetes-cluster-on-azure-aws-gcp-with-terraform-and-seldon-a762b33189b12021-06-15monthly0.7 https://billtcheng2013.medium.com/hello-world-to-apache-tika-31a4d0c8f8c32020-11-14monthly1.0 https://billtcheng2013.medium.com/multi-node-kubernetes-cluster-setup-using-multipass-k3s-up-to-date-e0c61645e2652022-01-08monthly1.0 https://billtcheng2013.medium.com/on-transactional-data-lake-cdda17d9c0d2021-01-03monthly1.0 https://billtcheng2013.medium.com/hello-world-to-github-actions-for-mlops-with-google-cloud-f5917b80d8a92020-12-07monthly0.7 https://billtcheng2013.medium.com/secure-a-vanilla-api-with-kong-api-gateway-d0e09645e0492020-11-29monthly1.0 https://billtcheng2013.medium.com/tldr-for-new-technologies-for-architects-that-have-little-time-9c76d40cdcb22022-04-14monthly0.7 https://billtcheng2013.medium.com/solving-babel-tower-of-business-data-with-open-data-initiative-and-common-data-model-70d0f7db80382021-01-23monthly0.7 https://billtcheng2013.medium.com/use-gpu-in-docker-container-and-kubernetes-openshift-94dc79ef48a62023-04-07monthly1.0 https://billtcheng2013.medium.com/digest-on-tls-ssl-pki-b10ac8a863ff2021-04-05monthly0.7 https://billtcheng2013.medium.com/azure-file-share-cifs-vs-nfs-6b827a917f8e2021-09-02monthly1.0 https://billtcheng2013.medium.com/aws-emr-studio-ba99c6e431f62021-04-28monthly1.0 https://billtcheng2013.medium.com/i-want-to-be-a-mlearning-ai-writer-48e26d8083f32021-04-20monthly0.2 https://billtcheng2013.medium.com/distributed-python-application-with-ray-493ba7dc01c72023-03-05monthly1.0 https://billtcheng2013.medium.com/hello-world-to-azure-databricks-with-terraform-72fe59e300522022-04-26monthly1.0 https://billtcheng2013.medium.com/systemd-resources-and-concepts-1880801767232023-02-03monthly0.5 https://billtcheng2013.medium.com/azure-managed-disk-9cdeea6fb5fe2022-11-05monthly0.7 https://billtcheng2013.medium.com/linux-container-primitives-91078f4903982022-08-10monthly0.7 https://billtcheng2013.medium.com/how-podman-uses-linux-namespaces-bcdaaf092042023-01-21monthly1.0 https://billtcheng2013.medium.com/hello-world-to-lens-and-kubecost-caa329b625c92022-01-21monthly0.7 https://billtcheng2013.medium.com/hello-world-to-amazon-quantum-ledger-database-e4d91d4d422d2021-12-14monthly0.7 https://billtcheng2013.medium.com/lambda-with-container-bb07ecb9d6b72021-12-29monthly0.5 https://billtcheng2013.medium.com/cloud-native-development-considerations-on-microsoft-azure-2a72d58efa9a2022-04-16monthly0.5 https://billtcheng2013.medium.com/data-warehouse-data-lake-data-lakehouse-data-fabric-data-mesh-122cc518df8a2025-02-06monthly1.0 https://billtcheng2013.medium.com/cloud-native-stories-roundup-2022-10-3-1c3aafef51ad2022-10-08monthly0.5 https://billtcheng2013.medium.com/machine-learning-stories-roundup-2022-10-4107d8d96c1b2025-12-31monthly0.5 https://billtcheng2013.medium.com/azure-load-balancing-6e403cf8a3f92022-11-18monthly0.7 https://billtcheng2013.medium.com/modern-data-stack-stories-roundup-2023-1-796d89dce24e2023-02-09monthly0.5 https://billtcheng2013.medium.com/large-language-models-and-prompt-engineering-1ffd381c10c52025-06-05monthly1.0 https://billtcheng2013.medium.com/modern-data-stack-stories-roundup-2023-2-6c8e4227a7f72023-04-23monthly0.7 https://billtcheng2013.medium.com/aws-re-invent-2022-digest-71785f8216b12023-03-08monthly0.5 https://billtcheng2013.medium.com/learning-with-chatgpt-f05bcd52dff2023-03-21monthly0.5 https://billtcheng2013.medium.com/modern-data-stack-stories-roundup-2023-3-29f543b658492023-04-22monthly0.5 https://billtcheng2013.medium.com/software-system-diagrams-4bf86e6be5262023-04-18monthly0.7 https://billtcheng2013.medium.com/hyperv-generation-9a9a9cd19b702023-04-12monthly0.7 https://billtcheng2013.medium.com/cloud-native-stories-roundup-2023-4-100d4d6323c2023-04-25monthly0.5 https://billtcheng2013.medium.com/openai-chatgpt-vs-google-bard-for-coding-b8ecf9b4e9342023-05-24monthly0.7 https://billtcheng2013.medium.com/machine-learning-stories-roundup-2023-4-e82fcd3632722023-05-16monthly0.5 https://billtcheng2013.medium.com/chatting-with-gpt-exploring-open-source-large-language-models-7c346ee92eab2023-05-15monthly1.0 https://billtcheng2013.medium.com/unraveling-search-puzzle-keyword-vs-fuzzy-vs-full-text-vs-semantic-a792dc8e19402023-05-22monthly1.0 https://billtcheng2013.medium.com/semantic-search-in-machine-learning-part-1-c11910b32af22023-06-29monthly1.0 https://billtcheng2013.medium.com/semantic-search-in-machine-learning-part-2-a733fa3e2b612024-01-12monthly1.0 https://billtcheng2013.medium.com/llama-2-fine-tuning-6cbb2c2ec4fd2023-08-21monthly1.0 https://billtcheng2013.medium.com/machine-learning-stories-roundup-2023-8-b245a30bf2732023-08-28monthly0.5 https://billtcheng2013.medium.com/machine-learning-stories-roundup-2023-9-60b29c4197fc2023-09-05monthly0.5 https://billtcheng2013.medium.com/hello-world-to-falcon-180b-25b257700a6a2023-10-27monthly1.0 https://billtcheng2013.medium.com/huggingface-chat-ui-your-own-chatgpt-part-2-988288d871ff2023-09-18monthly1.0 https://billtcheng2013.medium.com/huggingface-chat-ui-your-own-chatgpt-part-1-a5eee6b6614c2023-09-16monthly1.0 https://billtcheng2013.medium.com/databricks-snowflake-summit-7642a60c917a2023-10-16monthly0.7 https://billtcheng2013.medium.com/recover-deleted-azure-resources-b4ddffb62cf62023-10-12monthly1.0 https://billtcheng2013.medium.com/huggingface-chat-ui-your-own-chatgpt-part-3-77b99e0344582023-10-08monthly1.0 https://billtcheng2013.medium.com/codellama-fine-tuning-7d40e6ad33b42023-10-20monthly1.0 https://billtcheng2013.medium.com/general-cybersecurity-framework-5667db3ca44f2023-10-18monthly0.7 https://billtcheng2013.medium.com/chat-with-your-code-34b49dd82c9f2024-03-30monthly0.7 https://billtcheng2013.medium.com/openai-devday-announcements-digest-2cfcba3cac542023-11-07monthly0.5 https://billtcheng2013.medium.com/microsoft-ignite-nov-2023-digest-11912b6550d22023-12-02monthly0.5 https://billtcheng2013.medium.com/faster-audio-transcribing-with-openai-whisper-and-huggingface-transformers-dc088243803d2023-11-23monthly1.0 https://billtcheng2013.medium.com/hello-world-to-audio-transcribing-with-openai-whisper-d2ba9d355ec92024-01-12monthly1.0 https://billtcheng2013.medium.com/aws-re-invent-2023-digest-eeff9729e8792023-12-03monthly0.7 https://billtcheng2013.medium.com/llama-2-on-aws-bedrock-3fed806e87072023-11-30monthly1.0 https://billtcheng2013.medium.com/openai-whisper-fine-tuning-f519be0f6d4a2023-12-12monthly1.0 https://billtcheng2013.medium.com/hello-world-to-microsoft-copilot-studio-8be55d3ecec32024-04-09monthly1.0 https://billtcheng2013.medium.com/azure-and-aws-machine-learning-pipeline-2b1a8361746f2023-12-16monthly0.7 https://billtcheng2013.medium.com/machine-learning-model-deployment-on-azure-and-aws-6f637b1ac4d32024-01-01monthly1.0 https://billtcheng2013.medium.com/generative-ai-large-language-model-focus-areas-part-1-16c22a2544182025-05-03monthly0.5 https://billtcheng2013.medium.com/hello-world-to-multimodal-gpt-39fbb63921652024-01-17monthly1.0 https://billtcheng2013.medium.com/generative-ai-large-language-model-focus-areas-part-2-266ad8ec2eab2025-05-14monthly0.7 https://billtcheng2013.medium.com/hi-nikhil-my-article-has-a-section-on-fine-tuning-pointing-to-a-notebook-666d1888c2852024-01-31monthly0.5 https://billtcheng2013.medium.com/named-entity-recognition-with-spacy-and-large-language-model-6716e61913ea2024-01-31monthly1.0 https://billtcheng2013.medium.com/vector-database-part-1-dbf97a6e0b092024-01-29monthly1.0 https://billtcheng2013.medium.com/microsoft-copilot-ecosystem-d2d982a9ee362024-05-30monthly0.7 https://billtcheng2013.medium.com/hello-world-to-crewai-0a061c95abfe2024-05-30monthly1.0 https://billtcheng2013.medium.com/hi-sai-most-parameters-you-should-be-able-to-find-in-https-huggingface-co-docs-transformers-en-ma-74ecd35707fe2024-02-27monthly0.5 https://billtcheng2013.medium.com/hello-world-to-langgraph-44fe7f0d42342024-02-29monthly1.0 https://billtcheng2013.medium.com/hello-world-to-conversational-chatbot-with-memory-6059d98c909c2024-03-16monthly1.0 https://billtcheng2013.medium.com/financial-document-analysis-with-llamaindex-a5f9d64839062025-04-29monthly1.0 https://billtcheng2013.medium.com/retrieval-augmented-generation-with-crewai-366a203391062024-05-29monthly1.0 https://billtcheng2013.medium.com/vector-database-part-2-index-7bfe2aead8a92024-04-11monthly0.7 https://billtcheng2013.medium.com/hello-world-to-llamacloud-and-llamaparse-3a4cb20e8e552024-05-22monthly1.0 https://billtcheng2013.medium.com/hello-world-to-llama-3-1987a5ef44602024-04-29monthly0.7 https://billtcheng2013.medium.com/hello-world-to-llm-agent-code-generation-ede3178702232024-04-28monthly1.0 https://billtcheng2013.medium.com/hello-world-to-openai-gpt-4o-10605899249a2024-05-20monthly1.0 https://billtcheng2013.medium.com/document-table-extraction-646202a2a12c2024-05-22monthly1.0 https://billtcheng2013.medium.com/azure-openai-gpt-4o-with-langchain-ad2b9375a6ee2024-05-25monthly1.0 https://billtcheng2013.medium.com/microsoft-build-and-google-i-o-2024-digest-40d4e7df00b92024-06-06monthly0.5 https://billtcheng2013.medium.com/large-language-model-reasoning-process-and-prompting-techniques-part-1-e3c31a78f1a02024-06-17monthly0.7 https://billtcheng2013.medium.com/dspy-37c9e93e49372025-04-30monthly1.0 https://billtcheng2013.medium.com/machine-learning-stories-roundup-2024-7-d7eaf494cf942024-07-08monthly0.7 https://billtcheng2013.medium.com/databricks-snowflake-summit-2024-2eea35481a922024-08-16monthly0.7 https://billtcheng2013.medium.com/hello-world-to-openai-gpt-4o-mini-c6fc1ecad1992024-07-28monthly0.7 https://billtcheng2013.medium.com/large-language-model-reasoning-process-and-prompting-techniques-part-2-f048d6e7e76f2025-11-18monthly0.7 https://billtcheng2013.medium.com/semantic-search-with-mongodb-a15655a78a2a2024-08-12monthly1.0 https://billtcheng2013.medium.com/data-lake-best-practices-911574aa6d662025-01-21monthly0.7 https://billtcheng2013.medium.com/data-lakehouse-best-practices-and-latest-trends-163c8a0453002025-04-11monthly1.0 https://billtcheng2013.medium.com/pii-digest-1f89deb6fcca2024-09-06monthly0.5 https://billtcheng2013.medium.com/databricks-data-intelligence-platform-a0ad2317bd3f2025-04-02monthly0.7 https://billtcheng2013.medium.com/open-source-llms-3b0be0b19c062024-10-08monthly0.7 https://billtcheng2013.medium.com/quantum-computing-concepts-e8026a94d4b12024-12-06monthly0.5 https://billtcheng2013.medium.com/quantum-computing-use-cases-fba3978ec3982024-11-12monthly0.7 https://billtcheng2013.medium.com/hello-world-to-quantum-computing-with-qiskit-c5180d5480cc2025-04-15monthly0.7 https://billtcheng2013.medium.com/from-hello-world-to-maxcut-solving-graph-problems-with-qiskit-3837191aa04c2025-01-15monthly1.0 https://billtcheng2013.medium.com/quantum-machine-learning-for-classification-40ae960064c42025-04-17monthly0.7 https://billtcheng2013.medium.com/quantum-portfolio-optimization-e3061ddecd4b2024-12-08monthly1.0 https://billtcheng2013.medium.com/microsoft-ignite-2024-digest-1043dc64e2622024-12-18monthly0.5 https://billtcheng2013.medium.com/aws-re-invent-2024-digest-e6438de6bfb92024-12-26monthly0.5 https://billtcheng2013.medium.com/deepseek-vs-gpt-fd120385fc922025-02-10monthly0.5 https://billtcheng2013.medium.com/generative-ai-landscape-b6c67600cb0c2025-09-03monthly0.7 https://billtcheng2013.medium.com/databricks-certified-generative-ai-engineer-associate-study-resources-9890c87b15a42025-10-26monthly0.7 https://billtcheng2013.medium.com/document-to-markdown-docling-vs-markitdown-vs-marker-f582556a6d572025-04-29monthly0.7 https://billtcheng2013.medium.com/crewai-new-features-ff79f55cdc792025-02-25monthly1.0 https://billtcheng2013.medium.com/agentic-ai-frameworks-ee3ca711815b2025-05-02monthly1.0 https://billtcheng2013.medium.com/azure-ai-foundry-5fd8a21710212025-02-21monthly0.5 https://billtcheng2013.medium.com/hello-world-to-model-context-protocol-b7a2a337553e2025-05-30monthly0.7 https://billtcheng2013.medium.com/crewai-agent-a-financial-use-case-0cabaf87490e2025-03-06monthly0.7 https://billtcheng2013.medium.com/hello-world-to-microsoft-fabric-2c2bc7f30bb22025-03-20monthly0.7 https://billtcheng2013.medium.com/cline-and-mcp-servers-423e55b540002025-04-02monthly1.0 https://billtcheng2013.medium.com/aide-digest-0eac5f2fe4712025-03-14monthly0.5 https://billtcheng2013.medium.com/building-enterprise-ready-llm-applications-2a2547bf66192025-04-03monthly0.5 https://billtcheng2013.medium.com/hello-world-to-open-manus-and-browser-use-ai-web-automation-d74b0f7a94482025-04-04monthly1.0 https://billtcheng2013.medium.com/hello-world-to-nvidia-nemo-part-2-ce0c83cfb83c2025-04-08monthly0.7 https://billtcheng2013.medium.com/hello-world-to-nvidia-nemo-113fdbf1abca2025-04-09monthly0.7 https://billtcheng2013.medium.com/langchain-mcp-adapter-f1e37ad6b5512025-04-04monthly1.0 https://billtcheng2013.medium.com/quantum-machine-learning-for-mnist-classification-f612101d9b522025-04-16monthly0.7 https://billtcheng2013.medium.com/hello-world-to-agent2agent-protocol-a433ff720de82025-07-28monthly0.7 https://billtcheng2013.medium.com/autogen-magentic-one-semantic-kernel-f177903c59a22025-04-08monthly1.0 https://billtcheng2013.medium.com/from-concept-to-code-building-a-language-learning-app-using-llm-vibe-coding-31975b00574a2025-04-04monthly0.7 https://billtcheng2013.medium.com/github-mcp-server-first-impression-a921a5ac6ce82025-04-26monthly0.7 https://billtcheng2013.medium.com/hello-world-to-agno-6d48405089902025-04-22monthly0.7 https://billtcheng2013.medium.com/google-adk-vs-langgraph-first-impression-559c87806a662026-01-14monthly1.0 https://billtcheng2013.medium.com/yes-but-not-as-native-as-crewai-task-output-pydantic-where-you-can-specify-a-pydantic-model-7a57ed0631ae2025-04-21monthly0.5 https://billtcheng2013.medium.com/dive-into-nvidia-nemo-part-1-135cf998aed32025-04-18monthly0.7 https://billtcheng2013.medium.com/open-source-rag-based-chat-ui-e393eafbfd232025-05-08monthly0.7 https://billtcheng2013.medium.com/generative-ai-on-databricks-mosaic-ai-c540d0f5d9ee2025-05-02monthly1.0 https://billtcheng2013.medium.com/hello-world-to-automatic-prompt-optimization-c0f82750d5d62025-05-05monthly0.7 https://billtcheng2013.medium.com/dive-into-nvidia-nemo-part-2-ffbac04c71c02025-04-28monthly0.7 https://billtcheng2013.medium.com/exploring-deployment-platforms-for-langgraph-and-mcp-5ac79a4a833f2025-10-18monthly1.0 https://billtcheng2013.medium.com/serving-machine-learning-model-3122800224e32025-05-10monthly0.7 https://billtcheng2013.medium.com/retrieval-augmented-generation-part-2-eaf2fdff45dc2025-05-28monthly0.7 https://billtcheng2013.medium.com/retrieval-augmented-generation-part-1-9045b3ee24b32025-05-24monthly0.7 https://billtcheng2013.medium.com/microsoft-build-2025-digest-3ba59c5cf6d62025-06-08monthly0.5 https://billtcheng2013.medium.com/vertex-ai-agent-4643bd3e9ac42025-07-22monthly0.7 https://billtcheng2013.medium.com/behind-the-scenes-of-agent2agent-protocol-44a5c29f53892025-06-18monthly0.7 https://billtcheng2013.medium.com/google-io-2025-digest-a97a84f270ce2025-06-12monthly0.5 https://billtcheng2013.medium.com/a2a-mcp-enterprise-considerations-e4eb8ee1124e2026-01-03monthly0.7 https://billtcheng2013.medium.com/invoke-vertex-ai-agent-in-firebase-app-779fd7ca633f2025-07-16monthly0.7 https://billtcheng2013.medium.com/remote-mcp-server-development-7af1dc7e0b602025-07-25monthly0.7 https://billtcheng2013.medium.com/codex-cli-gemini-cli-claude-code-ce48404646492025-08-10monthly0.7 https://billtcheng2013.medium.com/mcp-server-oauth-protection-part-1-a0a3cc1701442025-08-14monthly1.0 https://billtcheng2013.medium.com/vertex-ai-agent-and-agentspace-55f011d1557a2025-08-19monthly1.0 https://billtcheng2013.medium.com/ai-agent-framework-mcp-support-7d0353c760432025-08-29monthly0.7 https://billtcheng2013.medium.com/ocr-solution-state-2025-863ffe3ec51e2026-01-19monthly1.0 https://billtcheng2013.medium.com/visual-studio-github-copilot-8aa9df199ada2025-09-06monthly0.5 https://billtcheng2013.medium.com/google-nano-banana-get-started-resources-1245e35895632025-09-11monthly0.5 https://billtcheng2013.medium.com/text2sql-best-practices-d25e5ed19b242025-09-22monthly0.7 https://billtcheng2013.medium.com/mcp-server-oauth-protection-part-2-8d31b54429f72025-09-30monthly0.7 https://billtcheng2013.medium.com/azure-ai-agent-service-43dc5b5e5eaf2025-10-24monthly0.5 https://billtcheng2013.medium.com/mlops-2025-eaec6edd7fcf2025-10-12monthly0.7 https://billtcheng2013.medium.com/claude-skills-5812e05d98972025-10-30monthly0.5 https://billtcheng2013.medium.com/redis-streams-7a7615d11f712025-10-22monthly0.5 https://billtcheng2013.medium.com/accessible-pdf-789e2e17224c2025-11-10monthly0.7 https://billtcheng2013.medium.com/aws-bedrock-ai-agent-and-agentcore-5a15048befd02025-12-31monthly0.7 https://billtcheng2013.medium.com/retrieval-augmented-generation-part-3-834a4f30442f2025-11-20monthly0.5 https://billtcheng2013.medium.com/amazon-strands-agent-798e1bc8f2dc2025-11-15monthly0.5 https://billtcheng2013.medium.com/microsoft-agent-framework-8a36dbc4119c2025-11-13monthly0.7 https://billtcheng2013.medium.com/large-language-model-programming-frameworks-part-1-269b3952a2052025-11-28monthly0.5 https://billtcheng2013.medium.com/microsoft-ignite-2025-digest-3ab066444c762025-11-24monthly0.5 https://billtcheng2013.medium.com/large-language-model-programming-frameworks-part-2-4bb34a5e4dc22025-12-10monthly0.5 https://billtcheng2013.medium.com/aws-re-invent-2025-digest-3183a62e0d4d2025-12-19monthly0.5 https://billtcheng2013.medium.com/browsing-agent-e748c8bd7c652025-12-22monthly0.5 https://billtcheng2013.medium.com/autonomous-agent-part-1-c3931090c9a42025-12-19monthly0.5 https://billtcheng2013.medium.com/spec-driven-development-0394283a05492025-12-13monthly1.0 https://billtcheng2013.medium.com/tldr-for-new-technologies-for-architects-that-have-little-time-8e0c6b2a11482025-12-30monthly0.5 https://billtcheng2013.medium.com/autonomous-agent-part-2-502cf03dacb52026-01-21monthly0.5 https://billtcheng2013.medium.com/cpu-gpu-dpu-tpu-lpu-and-npu-55c93352ae9a2026-01-13monthly1.0 https://billtcheng2013.medium.com/responsible-ai-part-1-cf7325eeb3602026-01-16monthly0.7 https://billtcheng2013.medium.com/llm-fine-tuning-7986bb8e939f2026-01-20monthly0.7 https://billtcheng2013.medium.com/large-language-model-prompt-engineering-bae9c2d11cfc2026-01-16monthly0.7 https://billtcheng2013.medium.com/llm-fine-tuning-providers-14e1094dc0942026-02-02monthly0.5 https://billtcheng2013.medium.com/responsible-ai-adversarial-machine-learning-3383d6ae3e752026-02-06monthly0.5 https://billtcheng2013.medium.com/align-large-language-model-with-human-preference-63862c53e4c42026-02-20monthly0.5 https://billtcheng2013.medium.com/responsible-ai-part-3-b768a08985c92026-02-12monthly0.5 https://billtcheng2013.medium.com/automated-prompt-engineering-part-2-c5745039cd812026-03-01monthly0.7 https://billtcheng2013.medium.com/machine-learning-model-serving-2519251115032026-03-09monthly0.7 https://billtcheng2013.medium.com/knowledge-graph-and-llm-19822c0c04772026-03-20monthly0.7 https://billtcheng2013.medium.com/small-language-and-vision-models-f0c547f103092026-03-30monthly0.7 https://billtcheng2013.medium.com/llm-hallucinations-b9181c3d8db72026-04-20monthly0.5 https://billtcheng2013.medium.com/google-i-o-2026-digest-38e3ac26dc462026-06-04monthly0.5 https://billtcheng2013.medium.com/apple-wwdc-and-android-show-i-o-edition-2026-794f022f8f812026-06-15daily0.5