AI & ML

Meta gave React its own foundation. But it’s not letting go just yet.

Open source has long been shaped by the tension between community ideals and commercial reality. This past week highlighted just The post Meta gave Re...

Mar 03, 2026 • 5 min read

AI & ML

Deploying AI Agents to Production: Architecture, Infrastructure, and Implementation Roadmap

  You've built an AI agent that works well in development.

Mar 03, 2026 • 5 min read

AI & ML

Claude’s free plan can now remember you

There may be some things the folks at Anthropic sure want to forget sooner rather than later, but at least The post Claude’s free plan can now r...

Mar 02, 2026 • 5 min read

AI & ML

Getting Started with Python Async Programming

Build faster Python applications by mastering async programming and learning how to handle I/O bound workloads efficiently with real world examples.

Mar 02, 2026 • 5 min read

AI & ML

GitHub for Beginners: Getting started with GitHub Issues and Projects

Learn how to get organized and collaborate more efficiently with this step-by-step tutorial. The post GitHub for Beginners: Getting started with GitHu...

Mar 02, 2026 • 5 min read

AI & ML

Data Engineering for the LLM Age

Great LLMs need great data. Discover the pipelines, tools, and RAG architecture shaping the future of AI-ready data engineering

Mar 02, 2026 • 5 min read

AI & ML

Build Semantic Search with LLM Embeddings

Traditional search engines have historically relied on keyword search.

Mar 02, 2026 • 5 min read

AI & ML

From idea to pull request: A practical guide to building with GitHub Copilot CLI

A hands-on guide to using GitHub Copilot CLI to move from intent to reviewable changes, and how that work flows naturally into your IDE and GitHub. Th...

Feb 27, 2026 • 5 min read

AI & ML

Can LLM Embeddings Improve Time Series Forecasting? A Practical Feature Engineering Approach

Using large language models (LLMs) — or their outputs, for that matter — for all kinds of machine learning-driven tasks, including...

Feb 27, 2026 • 5 min read

AI & ML

KV Caching in LLMs: A Guide for Developers

Language models generate text one token at a time, reprocessing the entire sequence at each step.

Feb 26, 2026 • 5 min read

AI & ML

How to Combine LLM Embeddings + TF-IDF + Metadata in One Scikit-learn Pipeline

Data fusion , or combining diverse pieces of data into a single pipeline, sounds ambitious enough.

Feb 25, 2026 • 5 min read

AI & ML

Multi-agent workflows often fail. Here’s how to engineer ones that don’t.

Most multi-agent workflow failures come down to missing structure, not model capability. Learn the three engineering patterns that make agent systems...

Feb 24, 2026 • 5 min read

AI & ML

Introduction to Small Language Models: The Complete Guide for 2026

  AI deployment is changing.

Feb 24, 2026 • 5 min read

AI & ML

Beyond Accuracy: 5 Metrics That Actually Matter for AI Agents

AI agents , or autonomous systems powered by agentic AI, have reshaped the current landscape of AI systems and deployments.

Feb 23, 2026 • 5 min read

AI & ML

How AI is reshaping developer choice (and Octoverse data proves it)

AI is rewiring developer preferences through convenience loops. Octoverse 2025 reveals how AI compatibility is becoming the new standard for technolog...

Feb 19, 2026 • 5 min read

AI & ML

Building a Simple MCP Server in Python

Have you ever tried connecting a language model to your own data or tools? If so, you know it often means writing custom integrations, managing API sc...

Feb 19, 2026 • 5 min read

AI & ML

What to expect for open source in 2026

Let’s dig into the 2025’s open source data on GitHub to see what we can learn about the future. The post What to expect for open source in 2026 appear...

Feb 18, 2026 • 5 min read

AI & ML

Best Practices for Building the AI Development Platform in Government 

By John P. Desmond, AI Trends Editor  The AI stack defined by Carnegie Mellon University is fundamental to the approach being taken by the US Army for...

Oct 28, 2021 • 5 min read

AI & ML

Advance Trustworthy AI and ML, and Identify Best Practices for Scaling AI 

By John P. Desmond, AI Trends Editor   Advancing trustworthy AI and machine learning to mitigate agency risk is a priority for the US Department of En...

Oct 28, 2021 • 5 min read

AI & ML

Promise and Perils of Using AI for Hiring: Guard Against Data Bias 

By AI Trends Staff   While AI in hiring is now widely used for writing job descriptions, screening candidates, and automating interviews, it poses a r...

Oct 28, 2021 • 5 min read