AI/ML Resources

Containerized Intelligence: Running LLMs at Scale Using Docker and Kubernetes

Deploy powerful LLMs easily using Docker and Kubernetes. Scale with GPUs, fine-tune models, and automate inference workloads effortlessly.

August 20, 2025

by Anjan Kumar Ayyadapu

· 11,918 Views · 5 Likes

Data Engineering for AI-Native Architectures: Designing Scalable, Cost-Optimized Data Pipelines to Power GenAI, Agentic AI, and Real-Time Insights

AI-native data platforms demand more than upgrades — learn how teams are building scalable systems for RAG, streaming, embeddings, and orchestration.

August 19, 2025

by Abhishek Gupta

CORE

· 3,303 Views · 2 Likes

Building SQLGenie: A Natural Language to SQL Query Generator with LLM Integration

This article explores the journey of building SQLGenie, testing various Language Models (LLMs) to find the optimal solution for converting natural language to SQL queries

August 19, 2025

by Sangame Krishnamani

· 4,245 Views · 5 Likes

Agile AI Agents

Can ChatGPT’s Agent Mode really handle agile team tasks? I tested real use cases to see what it can do, what it misses, and where it needs improvement.

August 19, 2025

by Stefan Wolpers

CORE

· 1,915 Views · 3 Likes

A Retrospective on GenAI Token Consumption and the Role of Caching

Caching is an important technique for enhancing the performance and cost efficiency of diverse cloud native applications, including modern GenAI applications.

August 19, 2025

by Bhala Ranganathan

CORE

· 2,456 Views · 1 Like

Prompt-Based ETL: Automating SQL Generation for Data Movement With LLMs

Prompt-based ETL uses LLMs to convert plain English into validated, schema-aware SQL, automating data transformation and enabling self-serve analytics.

August 18, 2025

by Saisuman Singamsetty

· 6,925 Views · 4 Likes

Logging MCP Protocol When Using stdio, Part II

Learn different ways to log the MCP JSON protocol over stdio, with an intro to MCP and a deep dive into its key components and their nuances.

August 18, 2025

by Raghuraman Ramaswamy

CORE

· 3,447 Views · 5 Likes

Building AI Agents With .NET: A Practical Guide

Build autonomous, goal-driven AI agents in .NET using OpenAI’s GPT models. Learn how to integrate perception, reasoning, action, and learning in C#.

August 18, 2025

by Devdas Gupta

· 6,784 Views · 4 Likes

Architecting Compound AI Systems for Scalable Enterprise Workflows

Learn how to architect modular and secure agentic workflows using compound AI systems for scalable enterprise automation.

August 18, 2025

by Srinivas Sandiri

· 2,363 Views · 2 Likes

My First Practical Agentic App: Using Firebase and Generative AI to Automate Office Tasks

A virtual office assistant that streamlines everyday office duties — drafting emails, summarizing meetings, etc., driven by Generative AI and Firebase.

August 15, 2025

by Lakshmi Narayana Rasalay

· 2,151 Views · 3 Likes

How to Build ML Experimentation Platforms You Can Trust?

Trustworthy ML needs more than dashboards — it relies on layered systems with monitoring, testing, and statistical tools to ensure reliable experimentation.

August 15, 2025

by Arun Thomas

· 1,893 Views · 1 Like

The Next Frontier in Cybersecurity: Securing AI Agents Is Now Critical and Most Companies Aren’t Ready

AI agents are rewriting the rules of cybersecurity. Learn why legacy tools fail and what it takes to secure autonomous systems.

August 14, 2025

by Arjun Subedi

· 2,622 Views · 5 Likes

Is Codex the End of Boilerplate Code?

Boilerplate code has always been the background noise of software development. But OpenAI’s Codex is here to handle such tasks with surprising accuracy and speed.

August 14, 2025

by Mateusz Skrzyniarz

· 2,129 Views · 1 Like

How to Successfully Program an AI

Discover how to program an AI with practical tips on tools, data preparation, model training, and ethical deployment. Ideal for all skill levels.

August 14, 2025

by Fredson Santana

· 2,524 Views · 2 Likes

I Vibe Coded a PC Builder Tool Using Grok AI: Here’s What I Learned Along the Way

New to vibe coding? In this article, I share the story of how I developed a PC Builder tool using Grok AI in two weeks, along with the lessons I learned.

August 13, 2025

by Sunday Zuoke

· 6,608 Views · 3 Likes

From Red to Resolution: How I Used AI to Diagnose and Recommend Fixes for Flaky Tests

Learn how to detect, diagnose, and fix flaky tests using AI and open-source tools and boost test reliability without changing your existing QA workflow.

August 13, 2025

by Arbaz Surti

· 3,605 Views · 4 Likes

How to Know an Autonomous Driver Is Safe and Reliable?

Autonomous driving needs multi-layered evaluation with synthetic scenarios, large-scale simulation, and on-road driving, each playing a critical role.

August 13, 2025

by Chinmay Jain

· 1,764 Views · 3 Likes

Building a Scalable GenAI Architecture for FinTech Workflows

This guide outlines a robust, modular GenAI architecture tailored for FinTech, enabling secure, scalable AI use across credit, fraud, KYC, and compliance domains.

August 12, 2025

by Elakkiya Daivam

· 15,814 Views · 7 Likes

Deploying Real-Time Machine Learning Models in Serverless Architectures: Balancing Latency, Cost, and Performance

Learn how to deploy real-time machine learning models in serverless environments while balancing latency, cost, and performance challenges.

August 12, 2025

by Kamalesh Jain

· 2,324 Views · 4 Likes

DSPy Framework: A Comprehensive Technical Guide With Executable Examples

DSPy improves AI development by replacing prompt engineering with patterns. This guide explores how DSPy's features enable language model applications.

August 11, 2025

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 5,457 Views · 6 Likes

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