AI/ML Resources

Docker Offload: One of the Best Features for AI Workloads

Docker Offload enables running container builds and workloads in the cloud while maintaining a local development experience using Docker Desktop.

August 1, 2025

by Naga Santhosh Reddy Vootukuri

CORE

· 3,624 Views · 2 Likes

How GitHub Copilot Handles Multi-File Context Internally: A Deep Dive for Developers, Researchers, and Tech Leaders

A deep dive into how GitHub Copilot handles multi-file context in real time using embeddings, symbols, and prompt queues to deliver smarter, context-aware suggestions.

August 1, 2025

by SHALLABH DIXITT

· 4,001 Views · 2 Likes

AI-Powered AWS CloudTrail Analysis: Using Strands Agent and Amazon Bedrock for Intelligent AWS Access Pattern Detection

In this post, I came up with a solution that addresses the critical challenge of efficiently analyzing AWS CloudTrail logs to identify security threats.

August 1, 2025

by Anil Malakar

· 2,951 Views · 2 Likes

KV Caching: The Hidden Speed Boost Behind Real-Time LLMs

LLMs slow down as outputs grow due to repeated attention over past tokens. KV caching skips redundant work by reusing keys and values, enabling 3–4× faster inference.

August 1, 2025

by Srinidhi Goud Myadaboyina

· 2,691 Views · 2 Likes

AI-Powered Product Recommendations With Oracle CDC, Flink, and MongoDB

I’ll show you how I used Oracle, Kafka, Flink, OpenAI, and MongoDB to build a real-time personalization engine from scratch.

July 31, 2025

by Sean Falconer

· 1,798 Views

Revolutionizing the Command Line: An Introduction to Gemini CLI

Gemini CLI is an open-source AI-powered tool from Google that runs in the terminal, offering features like code analysis, task automation, and file handling.

July 31, 2025

by Praveen Kumar Myakala

· 6,271 Views · 33 Likes

Building a VS Code-Like Online IDE With Next.js 15, TypeScript, Tailwind CSS, and Goose AI

Build an online IDE with Monaco Editor, Next.js 15, TypeScript, Tailwind CSS, and Goose AI, offering AI-powered code suggestions triggered by comments.

July 31, 2025

by Guhaprasaanth Nandagopal

· 2,981 Views · 2 Likes

Amazon Q Developer: The Future of AI-Enhanced Coding Productivity

In this article, learn how Amazon Q Developer, an AI-powered coding assistant, boosts productivity with smart code suggestions, tests, docs, and refactoring tools.

July 31, 2025

by Dinesh B

· 2,013 Views · 2 Likes

From Raw Data to Model Serving: A Blueprint for the AI/ML Lifecycle With Kubeflow

Learn the entire ML lifecycle—from data preparation to live inference—leveraging the Kubeflow platform to create a cohesive, production-grade MLOps workflow.

July 31, 2025

by Helber Belmiro

CORE

· 2,409 Views · 1 Like

Vibe Coding: Conversational Software Development — Part 3: Prompt Discipline

In part 3 of this series, learn how prompts shape AI-driven development in vibe coding, and how to craft effective system prompts for better coding outcomes.

July 31, 2025

by Gaurav Gaur

CORE

· 2,019 Views · 7 Likes

Demystifying Convolutional Neural Networks (CNNs) in the Deep Learning

Convolution uses small filters to scan data, multiplying and summing overlapping entries to efficiently detect patterns and build hierarchical features.

July 29, 2025

by Mahesh Ganesamoorthi

· 1,638 Views · 1 Like

2025 Gartner Magic Quadrant for iPaaS: A Shift Towards Intelligent Automation

The 2025 Gartner iPaaS report highlights a shift toward AI-driven, low-code platforms, with Workato rising to Leader and MuleSoft slipping to Challenger.

July 29, 2025

by Susmit Dey

CORE

· 5,460 Views · 1 Like

From Development to Deployment: Automating Machine Learning

A step-by-step journey of a machine learning model from development to deployment using containers and Infrastructure-as-Code tool Terraform.

July 29, 2025

by Yashraj Behera

· 2,386 Views · 4 Likes

Apache Spark Framework for Clustering Algorithms in Distributed Mode

Apache Spark's framework to train clustering algorithms is not supported by SparkML in distributed mode using customer partitioners and the mapPartition technique.

July 29, 2025

by Arun Kumar Natva

· 1,587 Views · 1 Like

Debugging Bias: How to Audit Machine Learning Models for Fairness at Scale

Fairness in ML requires more than high accuracy; it demands careful auditing of data, models, and outcomes to detect and mitigate bias across demographic groups.

July 28, 2025

by Sana Zia Hassan

· 9,058 Views · 4 Likes

Building Intelligent Applications Using Generative AI and Azure Database for PostgreSQL

Embed GenAI into PostgreSQL using Azure extensions for semantic search, predictions, and smart applications — directly within your data layer.

July 28, 2025

by Aravind Nuthalapati

CORE

· 11,104 Views · 2 Likes

Docker Model Runner Makes Running Models Simpler

Running models locally has just gotten simpler with Docker Model Runner. In this tutorial, we will talk about what the runner is about and how we can use it.

July 28, 2025

by Siri Varma Vegiraju

CORE

· 2,856 Views · 1 Like

5 Ways Microsoft’s MCP Protocol Will Transform Software Testing Forever

Microsoft's MCP Protocol uses AI to automate and transform software testing, generating tests, fixing errors, and monitoring in real time. Adapt or fall behind.

July 28, 2025

by Nidhi Sharma

· 2,179 Views · 6 Likes

How to Ethically Integrate AI Into Your Software

AI is growing at a staggering rate. With this evolution, ethical concerns have come up around how this can impact software development. Here's how to handle it.

July 28, 2025

by Syed Balkhi

· 1,170 Views

Unity Catalog + AI: How Databricks Is Making Data Governance AI-Native in 2025

Data governance from a restrictive practice to an enabling force, facilitating intelligent, secure, and agile data management within enterprises.

July 25, 2025

by Sairamakrishna BuchiReddy Karri

· 3,172 Views · 1 Like

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