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.
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.
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.
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.
Takeaways from trying many agent tools
Implementing MCP
Building an MLOps CI environment
A Practical Guide to Triton Inference Server, from Installation to Operation
Learn how LLMs can call external functions and perform real-world tasks using Python and the OpenAI API.
A Secure Multi-Cloud Access Approach Using GKE Workload Identity and AWS IAM Roles
Creating a simple stock agent bot using ChatGPT
Creating GKE Clusters with Terraform
Packaging AWS Lambda Functions as Containers
Kubernetes Networking and Firewall Notes
Building a Kubernetes Cluster from Scratch
Looking Back on 2022
Understanding Automatic Updates in GKE
Using GCP Secret Manager with Kubernetes
Configuring Workload Identity on GKE
Autoscaling GKE Jobs with KEDA and Pub/Sub
Notes from GCP OnAir – Big Series
Reflections as a New Developer
Kubernetes Volumes: PV, PVC, and StorageClass
Using dbt with Google BigQuery
Terraform – Remote State & Workspaces
Terraform – Autoscaling Group + Application Load Balancer
Terraform – Creating an AWS EC2 Instance
Terraform – Variables and Outputs
Connecting Web and DB Pods in Kubernetes
Building a Dashboard with Kubernetes CronJobs
Continuous Delivery with Argo CD
Building CI with GitHub Actions
Following the FastAPI Docs
Automating GKE Deployments with gcloud & Crontab
Deploying on GKE and Enabling Sticky Sessions
Deploying Spring Boot to Kubernetes
Introduction to MongoDB in Python
PySpark – Cleaning Data
AWS SAA C02 Exam Review
PySpark
Scala
AWS – Theory Notes
Database Design
Introduction to Relational Databases in SQL
Introduction to AWS Boto in Python
Implementing NLP XAI
Building Data Engineering Pipelines in Python
Introduction to PySpark
Introduction to Airflow in Python
AWS – Amazon Web Services – Cloud Computing
Unit Testing for Data Science in Python
Object-Oriented Programming in Python
Introduction to Bash Scripting
Data Processing in Shell
Shell
Writing Functions in Python
Writing Efficient Python Code
Pandas/Database/SQL/JSON