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📖 About • 🤖 AI/ML & Data Science • ☁️ Cloud & DevOps • 🏗️ Architecture • 💻 Development
Welcome to my collection of technical articles covering various aspects of software development, DevOps, cloud computing, and more. This repository serves as a curated index of my Medium articles, organized by topics for easy navigation.
- 📖 About
- 🤖 AI/ML & Data Science
- ☸️ Kubernetes & Cloud Native
- 🔄 CI/CD & DevOps
- 🐍 Python Programming
- ☁️ Cloud Computing
- 🏗️ Software Architecture & Design
- 💻 Development & Tools
- 📊 Data Engineering & Databases
- 🌐 Web Development
- 📝 Medium
- How to Build Your Own OCR Assistant with Streamlit and Llama 3.2-Vision (Friendly URL)
- How to build your own Youtube Video Summarizer using Ollama and Streamlit (Friendly URL)
- Understanding Key AI Terms (Friendly URL)
- Retrieval-Augmented Generation (RAG) (Friendly URL)
- Simple explanations of Machine Learning Algorithms (Friendly URL)
- How to Build Your Own OCR Assistant with Streamlit and Llava Phi (Friendly URL)
- Chrome extensions with local LLMs: Build your own YouTube transcript summarizer (Friendly URL)
- Build a Local Command Copilot with Tiny LLMs — No API Keys, Just Your Terminal (Friendly URL)
- NumPy, SciPy, Pandas, and Matplotlib Libraries in Python (Friendly URL)
- PGVector: A Vector Database (Friendly URL)
- AI Model Formats & Optimizations for Efficient Inference (Friendly URL)
- PyTorch vs. TensorFlow (Friendly URL)
- Mutating Webhooks in Kubernetes (Friendly URL)
- Helm Hooks and it usage (Friendly URL)
- Predictive Autoscaling in Kubernetes with Keda and Prophet (Friendly URL)
- Long list of databases in the CNCF (Friendly URL)
- Understanding stdout and stderr in Kubernetes (Friendly URL)
- Kubernetes Namespace Visibility: Building a CRD for Multi-Tenant Clusters (Friendly URL)
- Argo CD Sync Waves (Friendly URL)
- App of Apps Pattern in ArgoCD (Friendly URL)
- CRDs in Kubernetes (Friendly URL)
- Admission Controllers in Kubernetes (Friendly URL)
- Kubernetes Governance with OPA Gatekeeper (Friendly URL)
- Mastering mTLS in Kubernetes (Friendly URL)
- Enable Developer Velocity with Gateway API in Kubernetes: Secure, Scalable Self-Service Routing (Friendly URL)
- Sealed Secrets vs SOPS: Which Should You Use to Manage Kubernetes Secrets in GitOps? (Friendly URL)
- Nushell Kubernetes: the smarter way to work with kubectl output (Friendly URL)
- Episode 1: Jenkins Pipeline (Friendly URL)
- Episode 2: Gitlab Pipeline (Friendly URL)
- Episode 3: Github Actions (Friendly URL)
- Episode 4: Argo Workflows (Friendly URL)
- Episode 5: AWS Codepipeline (Friendly URL)
- Episode 6: Travis CI (Friendly URL)
- Episode 7: Circle CI (Friendly URL)
- Episode 8: Harness Pipeline (Friendly URL)
- Episode 9: Bamboo Pipeline (Friendly URL)
- Episode 10: Azure Pipeline (Friendly URL)
- Episode 11: Google Cloud Build (Friendly URL)
- CICD tools and their pipelines episodes series (Friendly URL)
- How to Enforce Terraform Policies for EKS Using OPA (Friendly URL)
- Transition from Linux Administrator to Devops Now! (Friendly URL)
- Terraform Sentinel (Friendly URL)
- DevOps and System Design (Friendly URL)
- Tools Version Management with TENV (Friendly URL)
- Phases in ArgoCD (Friendly URL)
- Canary Deployments for Kong Enterprise on EKS Using Jenkins CI/CD (Friendly URL)
- CI anywhere with Dagger: Run the same pipeline locally and in GitHub Actions (Friendly URL)
- Level up your Dagger pipeline: Test branches, tags and pull requests with ease (Friendly URL)
- DevOps Starts at Home: Kickstart Your Automation Journey with Personal Workflows (Friendly URL)
- Building Custom API Triggers in Homepage: Why I Ditched Postman for My Dashboard (Friendly URL)
- Why Every Developer Should Be Using Direnv (But Probably Isn't Yet) (Friendly URL)
- Cookiecutter Backstage: Building Blocks of a Modern Internal Developer Platform (Friendly URL)
- Understand Dunder Methods in Python (Friendly URL)
- Mastering **args and **kwargs in Python (Friendly URL)
- Mastering Python with Good Habits (Friendly URL)
- Understanding Python Decorators (Friendly URL)
- Mastering Big O Notation (Friendly URL)
- Container Image Size Reducing (Friendly URL)
- Understanding Data Structures: A Practical Basic Guide (Friendly URL)
- Sustainable Coding (Friendly URL)
- From Containers to WASM: A Practical Guide to the Future of Lightweight Apps (Friendly URL)
- Time-Based EC2 Access with OPA (Friendly URL)
- Leveraging Execution Environment Reuse to Optimize AWS Lambda Performance (Friendly URL)
- Automating API Gateway Key Rotation with AWS Lambda and Secrets Manager (Friendly URL)
- Differences Between Global Accelerator and CloudFront in AWS (Friendly URL)
- Cross-Cloud Access to Private Object Storage: AWS, Azure, and GCP Interoperability (Friendly URL)
- A Quick Guide to Optimize Costs in a Cloud Environment (Friendly URL)
- Cloud Governance, Security, and Compliance (Friendly URL)
- Implementing gRPC in AWS: Leveraging CDN, Load Balancers, and API Gateway (Friendly URL)
- BGP: What Every DevOps, Cloud, and XYZ Engineer Should Know (Friendly URL)
- Reserved and Restricted IP Ranges You Can't Ignore (Friendly URL)
- Blockchain Terminology Explained for DevOps, Cloud, or Kubernetes Engineers (Friendly URL)
- Choosing the Right Event Pattern & Data Serialization Format (Friendly URL)
- Messaging & Communication Protocols in Modern Applications (Friendly URL)
- CloudEvents: The Standard for Event Data in Modern Applications (Friendly URL)
- Fan-In and Fan-Out Patterns in Cloud and Distributed Systems (Friendly URL)
- Clean Architecture in Software Development (Friendly URL)
- Circuit Breakers in System Design (Friendly URL)
- How to learn about Scalability? (Friendly URL)
- 12 Kafka Features & Configurations Every Developer Should Know (Friendly URL)
- How We Migrated from Kafka to Pulsar on Kubernetes — and How You Can Too (Friendly URL)
- Serverless on Kubernetes: Knative Functions on AWS EKS (Friendly URL)
- What is “CQRS” for DevOps, Cloud Architects, Cloud Engineers, and System Engineers (Friendly URL)
- Why Event-Driven Architecture Matters for DevOps, Cloud Architects, Cloud Engineers, SREs, and System Engineers (Friendly URL)
- API Keys Vs Token (Friendly URL)
- Different ways to send API Key (Friendly URL)
- Understand gRPC: Google Remote Procedure Call (Friendly URL)
- Power of CORS: Making the Web Safe and Fun for All (Friendly URL)
- Understanding CP Codes and Cache Tags in Global Applications (Friendly URL)
- Mastering Big O Notation (Friendly URL)
- Understanding Data Structures: A Practical Basic Guide (Friendly URL)
- Sustainable Coding (Friendly URL)
- Why JJ Might Be the Git Successor (Friendly URL)
- Container Image Size Reducing (Friendly URL)
- Image building with Kaniko Vs Docker (Friendly URL)
- Buildah Vs Docker (Friendly URL)
- How to recover space from docker cache? (Friendly URL)
- Running Docker in read-only mode: security boost or operational risk? (Friendly URL)
- Why Developers Are Switching to Colima, the Lightweight Docker Desktop Alternative on macOS (Friendly URL)
- What Powers Colima, Rancher Desktop, and Finch? A Deep Dive into Lima and QEMU (Friendly URL)
- Asciinema-Agg: The Cleanest Way to Record and Share Terminal Demos (Friendly URL)
- MD-flashcard: Turning Markdown Notes into Recall-Ready Flashcards (Friendly URL)
- Organize Your Saved "Medium" Articles with MkDocs (Friendly URL)
- Why Switch To MkDocs for Notes? (Friendly URL)
- From Chaos to Clarity: How I Built a Second Brain That Reads, Summarizes, and Organizes Itself (Friendly URL)
- How I Built MD Sheet Editor: A Smarter Way to Edit Google Sheets on Any Device (Friendly URL)
- Why I Built MD Linked Secrets: Solving the Environment Variable Chaos in Multi-Project Local Development (Friendly URL)
- RUM vs Synthetic Monitoring: Which One Do You Need? (Friendly URL)
- Integrating Prometheus directly into the workflow (Friendly URL)
- The eBPF Hype: Are You Already Using It Without Knowing? (Friendly URL)
- How to track GitHub repo traffic beyond 14 days (Friendly URL)
- Automating PostgreSQL Database Migrations (Friendly URL)
- Optimizing PostgreSQL Performance: Vacuuming and Related Concepts (Friendly URL)
- Materialized Views in PostgreSQL (Friendly URL)
- Oracle is News. How is it different from SQL? (Friendly URL)
- Optimizing Postgres with Partial Indexes (Friendly URL)
- Master SQL Joins: Broadcast Join Vs Bucket Join (Friendly URL)
- Database Sharding in OLAP and OLTP systems (Friendly URL)
- SQL Functions You Must Know! (Friendly URL)
- SQL Joins Cheatsheet (Friendly URL)
- SQL Partition Pruning (Friendly URL)
- Understanding DAG in Airflow (Friendly URL)
- The Evolution of Big Data Processing: From Hadoop to Spark to Flink (Friendly URL)
- Apache Airflow Vs Kubeflow (Friendly URL)
- PyQt vs. Tkinter: Choosing the Right Python GUI Framework (Friendly URL)
- A Guide to Python Flask and Streamlit (Friendly URL)
- Django and FastAPI in Python (Friendly URL)
- Popular Javascript Technologies (Friendly URL)
- Client-Side Rendering Vs Server-Side Rendering (Friendly URL)
- Know your total views and reads on Medium (Friendly URL)
- How to automatically track your Medium stats for your portfolio — no API needed (Friendly URL)
- How I embedded my Medium stats into my GitHub README without using an API (Friendly URL)
To run the tests use:
pytestThis project is licensed under the MIT License.