Machines

We spent months building a sophisticated text-to-sql agent, but as it turns out, sometimes simpler is better. Giving it the ability to execute arbitrary bash commands outperformed everything we built. We call this a file system agent.

Despite agentic AI boosting content creation speed, human oversight remains critical due to concerns over hallucination, brand consistency.

Yes, this is the umpteenth article about AI and coding that you’ve seen this year. Welcome to 2025. Some people really find LLMs distasteful, and if that’s you, then I would recommend t…

Claude 4.5 Opus Soul Document. GitHub Gist: instantly share code, notes, and snippets.

Answer engine optimization (AEO) is the process of improving a brand's visibility in AI engines like ChatGPT. Learn how to get started with AEO now!

A far more detailed explanation of prompt caching than anyone asked for.

Why Long System Prompts Hurt Context Windows (and How to Fix It) System prompts, context windows, and why bloat hurts A system prompt is the instruction an LLM receives before any user messages …

Artificial intelligence (AI) is often seen as a tool to automate tasks and replace humans, but new research from Swansea University challenges this view, showing that AI can also act as a creative, engaging and inspiring partner.

Code is now as cheap as salt. Meet the three developer archetypes—mixologist, producer, architect—who thrive when AI makes software nearly free.

Blaise Metreweli warns the world is ‘more dangerous and contested now than for decades’ as AI and new technologies emerge

It's been just over two years and two months since ChatGPT launched, and in that time we've seen Large Language Models (LLMs) blossom from a novel concept into one of the most craven cons of the 21st century — a cynical bubble inflated by OpenAI CEO Sam Altman built to sell into an economy run by people that have no concept of labor other than their desperation to exploit or replace it. I realize that Large Language Models like GPT-4o — the model that powers ChatGPT and a bunch of other apps —

Digital agency CEO Josh Gross explains how AI tools like ChatGPT are killing traditional SEO and what agencies need to do to adapt and thrive in 2025.

My kid likes listening to podcasts sometimes and it’s cool with me! Story Pirates, for example, rules. She must have typed in “Bluey” at some point into the podcast app we use and…

Sergey Filimonov's blog

Peter Naur's 1985 theory of programming explains why experience matters more in the age of AI-generated code

Developers behind GitHub Copilot discuss what it was like to work with OpenAI’s large language model and how it informed the development of Copilot as we know it today.

Explaining Neuron Behavior at Scale + Neuron Viewer

AI is changing how content gets discovered. Now, SEO ranking ≠ LLM visibility. No one has all the answers, but here's how we're adapting our approach to SEO for LLMs and AI search.

Our exclusive industry report is out!

Explore the mathematical and cognitive limits that stop large language models from achieving true human-like engineering intelligence

Introducing agent mode for GitHub Copilot in VS Code, announcing the general availability of Copilot Edits, and providing a first look at our SWE agent.

The battle for brand agents and ultimately platform-level agents to become the default, and a new era of luxury software is upon us.

There's this restaurant in Tokyo that doesn't have a kitchen.

Learn how to automatically document your API's behavior us a local-first tool called Demystify.

As AI writes code, developers must become better product thinkers

Get started with the Agent Client Protocol (ACP)