My personal blog for organizing learnings and experiences in MLOps, AI, and Cloud.https://ppippi.dev/https://ppippi.dev/en/blog/bigseries/https://ppippi.dev/en/blog/bigseries/Notes from GCP OnAir – Big SeriesThu, 15 Sep 2022 00:00:00 GMThttps://ppippi.dev/en/blog/2022-retrospective/https://ppippi.dev/en/blog/2022-retrospective/Looking Back on 2022Mon, 19 Dec 2022 00:00:00 GMThttps://ppippi.dev/en/blog/aws-saa/https://ppippi.dev/en/blog/aws-saa/AWS – Theory NotesSat, 29 Jan 2022 00:00:00 GMThttps://ppippi.dev/en/blog/data-processing-in-shell/https://ppippi.dev/en/blog/data-processing-in-shell/Data Processing in ShellThu, 07 Oct 2021 00:00:00 GMThttps://ppippi.dev/en/blog/database-design/https://ppippi.dev/en/blog/database-design/Database DesignThu, 27 Jan 2022 00:00:00 GMThttps://ppippi.dev/en/blog/fastapi/https://ppippi.dev/en/blog/fastapi/Following the FastAPI DocsWed, 27 Apr 2022 00:00:00 GMThttps://ppippi.dev/en/blog/introduction-to-aws-boto-in-python/https://ppippi.dev/en/blog/introduction-to-aws-boto-in-python/Introduction to AWS Boto in PythonTue, 04 Jan 2022 00:00:00 GMThttps://ppippi.dev/en/blog/introduction-to-bash-scripting/https://ppippi.dev/en/blog/introduction-to-bash-scripting/Introduction to Bash ScriptingThu, 14 Oct 2021 00:00:00 GMThttps://ppippi.dev/en/blog/introduction-to-pyspark/https://ppippi.dev/en/blog/introduction-to-pyspark/Introduction to PySparkWed, 24 Nov 2021 00:00:00 GMThttps://ppippi.dev/en/blog/introduction-to-relational-databases-in-sql/https://ppippi.dev/en/blog/introduction-to-relational-databases-in-sql/Introduction to Relational Databases in SQLThu, 20 Jan 2022 00:00:00 GMThttps://ppippi.dev/en/blog/introduction_to_mongodb_in_python/https://ppippi.dev/en/blog/introduction_to_mongodb_in_python/Introduction to MongoDB in PythonWed, 02 Mar 2022 00:00:00 GMThttps://ppippi.dev/en/blog/nlp_xai/https://ppippi.dev/en/blog/nlp_xai/Implementing NLP XAISat, 01 Jan 2022 00:00:00 GMThttps://ppippi.dev/en/blog/argocd/https://ppippi.dev/en/blog/argocd/Continuous Delivery with Argo CDMon, 16 May 2022 00:00:00 GMThttps://ppippi.dev/en/blog/building-data-engineering-pipelines-in-python/https://ppippi.dev/en/blog/building-data-engineering-pipelines-in-python/Building Data Engineering Pipelines in PythonFri, 03 Dec 2021 00:00:00 GMThttps://ppippi.dev/en/blog/gcp-secret-manager/https://ppippi.dev/en/blog/gcp-secret-manager/Using GCP Secret Manager with KubernetesSat, 17 Sep 2022 00:00:00 GMThttps://ppippi.dev/en/blog/pvpvssc/https://ppippi.dev/en/blog/pvpvssc/Kubernetes Volumes: PV, PVC, and StorageClassWed, 14 Sep 2022 00:00:00 GMThttps://ppippi.dev/en/blog/pyspark/https://ppippi.dev/en/blog/pyspark/PySparkThu, 10 Feb 2022 00:00:00 GMThttps://ppippi.dev/en/blog/pyspark2/https://ppippi.dev/en/blog/pyspark2/PySpark – Cleaning DataThu, 17 Feb 2022 00:00:00 GMThttps://ppippi.dev/en/blog/shell/https://ppippi.dev/en/blog/shell/ShellThu, 30 Sep 2021 00:00:00 GMThttps://ppippi.dev/en/blog/unit-testing-for-data-science-in-python/https://ppippi.dev/en/blog/unit-testing-for-data-science-in-python/Unit Testing for Data Science in PythonThu, 11 Nov 2021 00:00:00 GMThttps://ppippi.dev/en/blog/writing-efficient-python-code/https://ppippi.dev/en/blog/writing-efficient-python-code/Writing Efficient Python CodeTue, 14 Sep 2021 00:00:00 GMThttps://ppippi.dev/en/blog/writing-functions-in-python/https://ppippi.dev/en/blog/writing-functions-in-python/Writing Functions in PythonThu, 16 Sep 2021 00:00:00 GMThttps://ppippi.dev/en/blog/actions-runner-controller/https://ppippi.dev/en/blog/actions-runner-controller/Building an MLOps CI environmentThu, 03 Jul 2025 00:00:00 GMThttps://ppippi.dev/en/blog/agno/https://ppippi.dev/en/blog/agno/Hands-on review of the Agno Agent Framework: performance, architecture, and a minimal API for building AI agents with Memory, Knowledge (RAG), MCP, Teams, and AgentOS.Thu, 01 Jan 2026 00:00:00 GMThttps://ppippi.dev/en/blog/scala/https://ppippi.dev/en/blog/scala/ScalaThu, 03 Feb 2022 00:00:00 GMThttps://ppippi.dev/en/blog/ai-agent/https://ppippi.dev/en/blog/ai-agent/Creating a simple stock agent bot using ChatGPTMon, 14 Apr 2025 00:00:00 GMThttps://ppippi.dev/en/blog/aws-saa-exam-review/https://ppippi.dev/en/blog/aws-saa-exam-review/AWS SAA C02 Exam ReviewWed, 16 Feb 2022 00:00:00 GMThttps://ppippi.dev/en/blog/building-ci-with-github-actions/https://ppippi.dev/en/blog/building-ci-with-github-actions/Building CI with GitHub ActionsSun, 15 May 2022 00:00:00 GMThttps://ppippi.dev/en/blog/aws-amazon-web-services-cloud-computing/https://ppippi.dev/en/blog/aws-amazon-web-services-cloud-computing/AWS – Amazon Web Services – Cloud ComputingFri, 12 Nov 2021 00:00:00 GMThttps://ppippi.dev/en/blog/dbt1/https://ppippi.dev/en/blog/dbt1/Using dbt with Google BigQueryMon, 12 Sep 2022 00:00:00 GMThttps://ppippi.dev/en/blog/dify/https://ppippi.dev/en/blog/dify/A hands-on review of Dify, an open-source no-code LLM platform: strengths and limits for building RAG pipelines, agent workflows, self-hosted deployments, and how it compares to n8n/Make.Fri, 09 Jan 2026 00:00:00 GMThttps://ppippi.dev/en/blog/gcp-gke-automated-deployment/https://ppippi.dev/en/blog/gcp-gke-automated-deployment/Automating GKE Deployments with gcloud & CrontabSun, 24 Apr 2022 00:00:00 GMThttps://ppippi.dev/en/blog/gcp-k8s-sticky-session/https://ppippi.dev/en/blog/gcp-k8s-sticky-session/Deploying on GKE and Enabling Sticky SessionsSat, 16 Apr 2022 00:00:00 GMThttps://ppippi.dev/en/blog/gke-automatic-updates/https://ppippi.dev/en/blog/gke-automatic-updates/Understanding Automatic Updates in GKESat, 01 Oct 2022 00:00:00 GMThttps://ppippi.dev/en/blog/gke-workload-identity/https://ppippi.dev/en/blog/gke-workload-identity/Configuring Workload Identity on GKESat, 17 Sep 2022 00:00:00 GMThttps://ppippi.dev/en/blog/cronjob/https://ppippi.dev/en/blog/cronjob/Building a Dashboard with Kubernetes CronJobsWed, 18 May 2022 00:00:00 GMThttps://ppippi.dev/en/blog/gpu-sharing/https://ppippi.dev/en/blog/gpu-sharing/Learn how to share NVIDIA GPUs in Kubernetes using Time-Slicing, CUDA MPS, and MIG—plus key trade-offs for isolation, performance, and operations.Tue, 06 Jan 2026 00:00:00 GMThttps://ppippi.dev/en/blog/k8s-firewall/https://ppippi.dev/en/blog/k8s-firewall/Kubernetes Networking and Firewall NotesSun, 29 Jan 2023 00:00:00 GMThttps://ppippi.dev/en/blog/k8s_network/https://ppippi.dev/en/blog/k8s_network/Connecting Web and DB Pods in KubernetesSun, 03 Jul 2022 00:00:00 GMThttps://ppippi.dev/en/blog/lambda-container/https://ppippi.dev/en/blog/lambda-container/Packaging AWS Lambda Functions as ContainersTue, 31 Jan 2023 00:00:00 GMThttps://ppippi.dev/en/blog/gke-iam-role/https://ppippi.dev/en/blog/gke-iam-role/A Secure Multi-Cloud Access Approach Using GKE Workload Identity and AWS IAM RolesSat, 03 May 2025 00:00:00 GMThttps://ppippi.dev/en/blog/llm-function-calling/https://ppippi.dev/en/blog/llm-function-calling/Learn how LLMs can call external functions and perform real-world tasks using Python and the OpenAI API.Wed, 07 May 2025 00:00:00 GMThttps://ppippi.dev/en/blog/mcp-context-forge/https://ppippi.dev/en/blog/mcp-context-forge/Hands-on experience running IBM’s open-source MCP Gateway, mcp-context-forge, in production. Learn Virtual Server-based tool authorization, the MCP Catalog, metrics, and more.Fri, 19 Dec 2025 00:00:00 GMThttps://ppippi.dev/en/blog/introduction-to-airflow-in-python/https://ppippi.dev/en/blog/introduction-to-airflow-in-python/Introduction to Airflow in PythonThu, 18 Nov 2021 00:00:00 GMThttps://ppippi.dev/en/blog/mcp-one-page/https://ppippi.dev/en/blog/mcp-one-page/Implementing MCPMon, 15 Sep 2025 00:00:00 GMThttps://ppippi.dev/en/blog/new-developer-retrospective/https://ppippi.dev/en/blog/new-developer-retrospective/Reflections as a New DeveloperThu, 15 Sep 2022 00:00:00 GMThttps://ppippi.dev/en/blog/nvidia-triton-inference-server/https://ppippi.dev/en/blog/nvidia-triton-inference-server/A Practical Guide to Triton Inference Server, from Installation to OperationFri, 16 May 2025 00:00:00 GMThttps://ppippi.dev/en/blog/objective-oriented-programming/https://ppippi.dev/en/blog/objective-oriented-programming/Object-Oriented Programming in PythonThu, 28 Oct 2021 00:00:00 GMThttps://ppippi.dev/en/blog/openai-agent-sdk/https://ppippi.dev/en/blog/openai-agent-sdk/Takeaways from trying many agent toolsWed, 08 Oct 2025 00:00:00 GMThttps://ppippi.dev/en/blog/setting-up-kubernetes/https://ppippi.dev/en/blog/setting-up-kubernetes/Building a Kubernetes Cluster from ScratchSun, 08 Jan 2023 00:00:00 GMThttps://ppippi.dev/en/blog/pandas/https://ppippi.dev/en/blog/pandas/Pandas/Database/SQL/JSONTue, 07 Sep 2021 00:00:00 GMThttps://ppippi.dev/en/blog/sim/https://ppippi.dev/en/blog/sim/sim is an open-source no-code agent tool that uses natural language to generate LLM workflows. Supports self-hosted and managed, but relies on Copilot.Sat, 03 Jan 2026 00:00:00 GMThttps://ppippi.dev/en/blog/spring-boot-k8s-deployment/https://ppippi.dev/en/blog/spring-boot-k8s-deployment/Deploying Spring Boot to KubernetesMon, 04 Apr 2022 00:00:00 GMThttps://ppippi.dev/en/blog/using-keda-pubsub-autoscaling/https://ppippi.dev/en/blog/using-keda-pubsub-autoscaling/Autoscaling GKE Jobs with KEDA and Pub/SubSat, 17 Sep 2022 00:00:00 GMThttps://ppippi.dev/en/blog/terraform-4/https://ppippi.dev/en/blog/terraform-4/Terraform – Remote State & WorkspacesWed, 17 Aug 2022 00:00:00 GMThttps://ppippi.dev/en/blog/terraform-gke/https://ppippi.dev/en/blog/terraform-gke/Creating GKE Clusters with TerraformSun, 28 May 2023 00:00:00 GMThttps://ppippi.dev/en/blog/terraform-1/https://ppippi.dev/en/blog/terraform-1/Terraform – Creating an AWS EC2 InstanceTue, 16 Aug 2022 00:00:00 GMThttps://ppippi.dev/en/blog/terraform-2/https://ppippi.dev/en/blog/terraform-2/Terraform – Variables and OutputsTue, 16 Aug 2022 00:00:00 GMThttps://ppippi.dev/en/blog/terraform-3/https://ppippi.dev/en/blog/terraform-3/Terraform – Autoscaling Group + Application Load BalancerWed, 17 Aug 2022 00:00:00 GMT