AI/ML Resources

How to Banish Anxiety, Lower MTTR, and Stay on Budget During Incident Response

Cutting log ingestion seems thrifty — until an outage happens and suddenly you really need those signals! See how zero-cost ingestion can get rid of MTTR anxiety.

June 26, 2025

by John Vester

CORE

· 2,371 Views · 1 Like

The Unreasonable Effectiveness of the Actor Model for Creating Agentic LLM Applications

Large language models are, in effect, actors. We exploit this fact to develop a system to easily create composable agentic applications.

June 25, 2025

by Alan Littleford

· 2,596 Views · 2 Likes

Machine Learning for CI/CD: Predicting Deployment Durations and Improving DevOps Agility

Learn how to build an ML regression model that predicts CI/CD deployment duration using pipeline metadata, code metrics, and infrastructure features.

June 25, 2025

by Elakkiya Daivam

· 2,095 Views · 2 Likes

DevOps at the Edge: Deploying Machine Learning Models on IoT Devices

Deploying ML models on IoT devices using DevOps practices enables scalable, low-latency intelligence at the edge without managing cloud infrastructure.

June 25, 2025

by Bhanu Sekhar Guttikonda

CORE

· 4,973 Views · 4 Likes

Synergy of Event-Driven Architectures With the Model Context Protocol

Event-driven systems, combined with the Model Context Protocol (MCP), result in more intelligent, scalable, and reliable AI-driven workflows.

June 25, 2025

by Bhala Ranganathan

CORE

· 3,489 Views · 3 Likes

Building an AI-Powered Text Analysis App With React: A Step-by-Step Guide

Build an AI-powered text analysis app using React, Vite, and OpenAI GPT-3.5, featuring sentiment analysis, topic extraction, summarization, and language detection.

June 25, 2025

by Raju Dandigam

· 19,554 Views · 1 Like

Enabling more informed, transparent, and responsive policies that directly address societal needs and enhance resilience in the face of issues.

June 24, 2025

by Ram Ghadiyaram

CORE

· 2,374 Views · 4 Likes

Unveiling Supply Chain Transformation: IIoT and Digital Twins

Dive into industrial automation using industrial internet of things (IIoTs) and digital twins (DTs) towards the advancement of the supply chain using key technologies.

June 24, 2025

by Manvinder Kumra

· 1,926 Views

The Future Is Now: Top Generative AI Services You Can’t Ignore

Generative AI services create new ideas and content. You just give a prompt, and the AI will write, draw an image, also create a video. That simple!

June 23, 2025

by Chandrasekhar Sah

CORE

· 2,306 Views

Snowflake Cortex for Developers: How Generative AI and SaaS Enable Self-Serve Data Analytics

This article explores how Snowflake Cortex, Snowflake’s generative AI solution, advances self-serve analytics for both structured and unstructured data.

June 23, 2025

by Dipankar Saha

· 2,924 Views · 2 Likes

Architects of Ambient Intelligence With IoT and AI Personal Assistants

Traditional IoT + AI faces latency, privacy, and ecosystem issues. Decentralized AI and federated learning enhance real-time, privacy-centric, user-trusted solutions.

June 23, 2025

by Praveen Chinnusamy

· 5,914 Views · 3 Likes

Building Smarter Chatbots: Using AI to Generate Reflective and Personalized Responses

With the advent of artificial intelligence-based tools, chatbots have been integral for user interactions. An introductory analysis.

June 20, 2025

by Surabhi Sinha

· 1,805 Views · 3 Likes

MCP Client Agent: Architecture and Implementation

Learn how to build a custom MCP client agent that connects to MCP servers programmatically and understand the end-to-end request flow in the process.

June 20, 2025

by Venkata Rakesh Buddhiraju

· 3,541 Views · 6 Likes

Beyond Automation: How Artificial Intelligence Is Transforming Software Development

AI is more than a tool, it’s a teammate. See how it’s helping developers move faster, tackle tough problems, and focus more on building great software.

June 19, 2025

by SAURABH AGARWAL

· 5,074 Views · 9 Likes

How to Add a Jenkins Agent With Docker Compose

A comprehensive step-by-step tutorial to add a Jenkins agent using Docker Compose. Simplify CI/CD setup with this step-by-step guide for scalable automation.

June 19, 2025

by Faisal Khatri

CORE

· 2,740 Views · 3 Likes

The Shift of DevOps From Automation to Intelligence

The history of tech is a story of reinvention. This post explores how we are entering a new era of software intelligence.

June 18, 2025

by Arunsingh Jeyasingh Jacob

· 2,407 Views · 1 Like

Debunking LLM Intelligence: What's Really Happening Under the Hood?

Debunk LLM 'reasoning.' Go 'under the hood' to uncover the computational reality of AI's language abilities. It's about statistical power, not human thought.

June 18, 2025

by Frederic Jacquet

CORE

· 3,664 Views · 8 Likes

From OCR Bottlenecks to Structured Understanding

OCR errors cascade through RAG pipelines, killing performance. SmolDocling (256M params) processes docs holistically → structured output → better RAG.

June 18, 2025

by Pier-Jean MALANDRINO

CORE

· 2,325 Views · 3 Likes

Elevating LLMs With Tool Use: A Simple Agentic Framework Using LangChain

Build a smart agent with LangChain that allows LLMs to look for the latest trends, search the web, and summarize results using real-time tool calling.

June 17, 2025

by Arjun Bali

· 2,869 Views · 3 Likes

AI's Cognitive Cost: How Over-Reliance on AI Tools Impacts Critical Thinking

Learn how over-reliance on AI tools impacts critical thinking, with insights from Michael Gerlich's 2025 study on cognitive offloading and AI usage trends.

June 17, 2025

by Srinivas Chippagiri

CORE

· 16,935 Views · 3 Likes

The Latest AI/ML Topics