AI/ML Resources

Talk to Your BigQuery Data Using Claude Desktop

Build an MCP server that lets Claude's desktop connect to your BigQuery data and converse with your data in natural language.

August 20, 2025

by Pavan Vemuri

CORE

· 5,290 Views · 9 Likes

Getting Started With PyIceberg: A Pythonic Approach to Managing Apache Iceberg Tables

If you're an ML Engineer and want to quickly run a feature engineering in your model, PyIceberg provides a lightweight implementation.

August 20, 2025

by Junaith Haja

· 2,427 Views · 3 Likes

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

· 11,800 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

· 3,126 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

· 4,196 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

· 1,879 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

· 1,829 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

· 6,843 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

· 3,374 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

· 6,609 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

· 2,301 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

· 2,099 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

· 1,801 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

· 2,568 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

· 2,076 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

· 2,486 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

· 6,470 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

· 3,548 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

· 1,719 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

· 15,736 Views · 7 Likes

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