Knowledge Hub
Articles
Insights on enterprise AI automation, Pega, generative AI, and financial services technology.
Stop Writing Claude Skills From Scratch
In this post, let's understand how Claude's Skill Creator works — and why it's the highest-leverage tool for anyone using Claude for repeat work.
Pega Infinity '25 — Why Kubernetes Replaced the VM
In Pega Infinity '25, VM-based deployment is officially over. Kubernetes is now the only supported model. Here's exactly why that happened, what the new architecture looks like, and what it means for you as a Pega developer…
How to protect a Pega REST API through network security, authentication and authorisation?
In our day-to-day Pega development work, one of the most common requirements we receive is, “We need to expose a new REST API to an…
AI code automation use case #1 — Design a home page using prompts
This post shows how to turn a homepage idea into working code with a large language model and a prompt‑driven builder. Tools like Lovable…
AI Agent use case #2 — Personal Weather Buddy Telegram Bot Agent
In this post, let’s develop a basic AI agent using n8n. Use case #2: Checking the weather has become a daily ritual. Most of us open a…
AI agent workflow use case #1— Process customer feedback
In this post, let's understand the basic AI agent workflow using n8n. Every organisation is trying to embrace AI. A simple definition of an…
Understanding of Pega Gen AI Prompt Engineering Orchestration
In this post, let’s explore the prompt engineering that powers Pega Infinity’s generative AI (Gen AI) features. Starting with Pega Infinity…
Understanding of Kafka service externalization in the Pega Application
In this post, let's understand the Kafka service externalization in the Pega Application. Kafka is an open-source streaming platform that…
How to run a Generative AI Meta Llama 2 LLM locally
This post helps us understand how to run large language models on our local machine. Artificial intelligence contains four major fields
Use of Generative AI — Sample react computer vision app
It’s been a long time since I have posted on Medium. Thanks for following.
Understanding of Elasticsearch external service and evolution of usage in the PEGA application
In this post, let’s understand the Elasticsearch service and the evolution of usage in the Pega versions. Elasticsearch is a robust…
Understanding of Pega Constellation Development and Usage — Docker and Kubernetes
In this post, let’s understand Pega Constellation Development and deployment pattern usage in Docker and Kubernetes. Pega recommends…
A simple explanation of the Monte Carlo Data Set and Data Compose Smart Shape in PEGA
In this post, let’s understand the usage of the Monte Carlo data set and the Data Compose smart shape in the data flow. A customer entity…
A simple event-driven architecture explanation using PEGA App and AWS Kinesis data stream
In this post, let's understand a simple event-driven architecture example between a PEGA App and the AWS Kinesis data stream. Nowadays…
PEGA — Send Notification workflow smart shape usage and its breakdown
In this post, let’s understand the PEGA Send Notification workflow smart shape usage and its breakdown. If the organization is looking for…
How to leverage PEGA Repository API — Amazon S3 for file storage
In this particular post, let’s try to understand the PEGA Repository Connect API for file and content storage. For any PEGA App, we can…
PEGA Data Exploration Data Views API usage
In this particular post, let’s understand the PEGA Data Exploration Data Views API usage and its importance. In an organization landscape…
PEGA DX API V2 — usage example in the Constellation Design System?
In this particular post, let’s try to understand the usage of DX API V2 in the constellation design system. PEGA recommends to built new…
How to leverage Data Set, Data Flow and NLP Text Analyzer in PEGA Application?
In this particular post, let’s try to leverage the Data set, Data Flow and Text Analyzer with a real-time example in PEGA Application. For…
How to perform a flow action of a case assignment using the PEGA DX API version2?
In this particular post, we will learn how to leverage the PEGA DX API v2 to perform a flow action of a case assignment. Any organisation’s…
How to create a Property Read and Property Encrypt Access Control Policies in PEGA?
In this particular post, we will learn about PEGA Data Encryption under Security Management. It protects sensitive data without affecting…
How to create a simple React js single page application?
In this particular post, we will learn to create a single React js single page application. React JS uses JSX — it helps us in keeping…
Pega Interview concepts on Index Management
How to configure the elastic search in a multi-node cluster environment?
How to create a simple messaging app using Google Cloud Pub Service?
In this particular post, we will learn to create a simple messaging app using Google Cloud Pub-Sub Service.
How to configure Cosmos React-based UI Table component in PEGA 8.5?
In this particular post, we will learn to configure Cosmos React-based UI components in PEGA 8.5. Cosmos is PEGA recommended design system…
How to provide an OAuth authentication for Service REST in PEGA?
In this particular post, we will learn how to provide OAuth authentication for REST service in PEGA. We will use Postman to test the same.
Pega Interview Questions — Security Management
What is Data Encryption in PEGA?
Pega Interview Concepts on Integration Management
What are the different types of authentications allowed as part of connecting to a service provided?
How to deploy a Tensorflow JS predictive model as a web app using google cloud run?
In this particular post, we will learn to deploy a Tensorflow JS predictive model as a web app using google cloud run. Tensorflow JS…
How to create an image classifier predictive model without a single line of code?
In this particular post, we will learn how to develop an image classifier predictive model using the teachable machine google project…
Pega interview concepts in Security Management
What is Data Encryption in PEGA?
How to use a Google Cloud AI-Powered Text-to-Speech REST Service?
In this particular post, we will learn how to use the Google Cloud Text-to-Speech REST service. It converts text into natural-sounding…
Pega interview concepts on Data Management
How to pre-load the data page before the screen UI renders?
Create a Google Cloud Translation REST API Service
In this particular post, you will learn to create and use the Google cloud translation REST API service. It is a pre-trained model over…
Pega Interview concepts on Agent Management
How to improve an Advanced Agent taking more time to process the records?
Pega Interview Concepts on Application Architecture
What is the class group?
Pega Interview Concepts on Case Management
What is the difference between the CorrNew and SendCorrespondence activities?
Create a Document AI service REST API processor in Google Cloud
Document AI allows you to turn dark, unstructured documents into actionable data to increase operational efficiency, simplify business…
Create a simple event-driven Google Cloud Function app to create an image thumbnail
In this particular post, we will learn to create a simple event-driven google cloud function that creates an image thumbnail for the…
Deploy a Serverless RESTFUL API using Google Cloud Run and Cloud Firestore
In this particular post, we will learn to deploy a highly-available, cost-effective Serverless RESTFUL API application using the Google…
Deploy a simple scikit linear regression predictive model to Google AI Platform
In this particular post, we will learn how to deploy a simple House Price scikit linear regression predictive model to the Google AI…
Deploy a simple flask application in Google Cloud Run
In this particular post, we will learn to create a simple currency converter application. The technologies used in this application are as…
What are the high-level steps as part of the model development?
Model is the heart of machine learning. The model is nothing but the combination of the numerical values and the respective data…