AI/ML Resources

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

· 2,277 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

· 5,276 Views · 6 Likes

Agentic AI vs Traditional AI Agents: What Makes Them Autonomous?

Agentic AI represents a transformative leap beyond traditional AI by demonstrating autonomy, proactive goal-setting, adaptive multi-step planning, and persistent memory.

August 8, 2025

by Sairamakrishna BuchiReddy Karri

· 2,075 Views · 2 Likes

State Machines Behind the Scenes of Flight Booking and Payments

Flight bookings rely on state machines to coordinate seat holds, payments, and retries. GCP Workflows make the process reliable and resilient.

August 8, 2025

by Ravi Teja Thutari

CORE

· 3,009 Views · 3 Likes

Boosting Algorithms Demystified: A Deep Dive into XGBoost With Code and Explanation

XGBoost is a fast, regularized, gradient boosting framework delivering top-tier accuracy, efficiency, and interpretability on structured data tasks

August 8, 2025

by Priyam Ganguly

· 2,173 Views · 1 Like

Databricks DBRX vs OpenAI GPT-4o vs Claude 3: Which LLM Is Best for Enterprise Use Cases?

Compare DBRX, GPT-4o, and Claude 3 in enterprise AI. Choose between open-source control, multimodal capability, or context-aware ethical alignment.

August 8, 2025

by Sairamakrishna BuchiReddy Karri

· 2,212 Views · 1 Like

Boost Your Coding Agent and Understand Its Reasoning with 3 Simple Prompts

Use the custom prompts from this article and the linked repository to have the agent (1) plan, (2) implement, and (3) review any code for better results.

August 7, 2025

by Mező István

· 1,590 Views · 3 Likes

Impact of Artificial Intelligence on Network Routers and Switches

AI is transforming network routers and switches by driving intelligent automation, boosting performance and security, while streamlining operational complexity.

August 7, 2025

by Nikhil Kapoor

· 2,129 Views · 4 Likes

Availability to Accountability: Running AI Workloads Responsibly in the Cloud

In this article, learn the core challenges of running AI in the cloud — availability, reliability, observability, and responsibility — and how to overcome them.

August 7, 2025

by Sam Prakash Bheri

· 2,133 Views

What the AI Coding Experience Senior Software Engineers Want

Explore existing problems with AI-assisted coding. AI tools need to give developers more structure, more control, and more ways to test and trust what gets built.

August 7, 2025

by Bobur Umurzokov

· 2,261 Views · 8 Likes

Understanding Agentic AI: From Simple Chatbots to Autonomous Decision-Making Systems

The term "agentic AI" has become increasingly popular in tech circles, but what does it actually mean? Learn what makes agentic AI different from RAG.

August 7, 2025

by Swati Tyagi

· 2,215 Views · 2 Likes

jBPM as AI Orchestration Platform

Zero "agentic AI". Zero "cloud native". Zero other hype. Just an approach to achieving an efficient AI-centric automation using 100% free open-source components.

August 6, 2025

by Sergey Lukyanchikov

· 1,999 Views · 3 Likes

Model Context Protocol (MCP): A Comprehensive Guide to Architecture, Uses, and Implementation

This article explores MCP’s architecture, technical features, real-world use cases, and how it improves on traditional AI function-calling methods.

August 6, 2025

by Nilesh Bhandarwar

· 8,290 Views · 4 Likes

Build Your Own Customized ChatGPT Using OpenAI

Learn to build a no-code AI bot to generate test cases from user stories using ChatGPT. Customize tone, behavior, and export structured test scripts easily.

August 6, 2025

by Gaurav Sharma

· 2,662 Views · 3 Likes

Enriching AI With Real-Time Insights via MCP

Introductory article about MCP, a universal adapter that allows AI assistants to access and interact with external systems while maintaining a consistent interface.

August 6, 2025

by Horatiu Dan

CORE

· 1,486 Views · 6 Likes

AI/ML for Engineering Managers: Enhancing Productivity and Quality in Fintech

Learn practical strategies, real-world results, and key considerations for successful AI integration and improve on boosting your engineering metrics.

August 5, 2025

by Purushottam Raj

· 1,745 Views · 3 Likes

Why I Abandoned My 30-Year Open-Source Project

In this article, I share how to use Program Enhanced Text (PET), and why I abandoned Jamal, which is an enterprise-grade open-source PET tool.

August 5, 2025

by Peter Verhas

CORE

· 2,269 Views · 3 Likes

Create Your Own Custom LLM: Essential Steps and Techniques

A step-by-step journey to create your custom LLM. Learn the science behind AI/ML language models — learning, refining, and alignment.

August 5, 2025

by Lavanya Gupta

· 3,296 Views · 4 Likes

LangGraph Orchestrator Agents: Streamlining AI Workflow Automation

Learn in this article how LangGraph’s Orchestrator-Worker agents enable dynamic task delegation using LLMs for smarter, scalable, and adaptive AI workflows.

August 5, 2025

by Himanshu P

· 3,279 Views · 3 Likes

Building a Simple AIOps Monitoring Dashboard With Prometheus and Grafana

Learn to build a simple AIOps dashboard using Prometheus, Grafana, and ML-based anomaly detection to monitor metrics, set alerts, and prevent failures.

August 5, 2025

by Balajee Asish Brahmandam

· 4,518 Views · 1 Like

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