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AI Agents

A collection of 17 posts

Aider vs opencode: The Open-Source Terminal Agents Compared

Aider vs opencode: The Open-Source Terminal Agents Compared

For developers who live in the terminal, choosing an AI coding assistant used to mean choosing between closed, proprietary products — or doing without. That is no longer true. Two open-source projects now dominate the conversation: Aider, the veteran pair-programmer that taught a generation of developers to code with git, and

I Replaced My IDE with an AI Agent for 30 Days: What Broke, What Didn't

I Replaced My IDE with an AI Agent for 30 Days: What Broke, What Didn't

Thirty days. One terminal agent. No IDE tabs, no extensions marketplace, no GUI to speak of. Here's what actually happened when I moved my entire development workflow into Claude Code — and what broke, what didn't, and who should absolutely not try this at home. The Setup:

AGENTS.md & CLAUDE.md: How to Write Instructions AI Agents Actually Follow

AGENTS.md & CLAUDE.md: How to Write Instructions AI Agents Actually Follow

For years, onboarding an AI coding agent meant pasting context into a chat window. You explained the stack, warned about the awkward test runner, and hoped the model remembered any of it ten minutes later. That workflow is disappearing. The agents you use today do not wait for you to

MCP Explained: Build Your First Model Context Protocol Server in 2026

MCP Explained: Build Your First Model Context Protocol Server in 2026

In late 2024, wiring an AI assistant to your tools meant writing a bespoke integration for every application: a plugin here, a REST wrapper there. By 2026, that problem has a standard answer. The Model Context Protocol (MCP) is an open protocol that lets any AI application talk to any

The Agent Internet Is Here: x402, Pay per Crawl, and the Rise of Machine-Readable Content

The Agent Internet Is Here: x402, Pay per Crawl, and the Rise of Machine-Readable Content

There's a payment rail being built under the web right now, and most developers haven't noticed. It's called x402, it uses the HTTP 402 status code, reserved for future use since 1997, and it is designed to let websites charge AI agents per request

Pi: The Minimal Agent Harness That Lets You Own Your Coding Workflow

Pi: The Minimal Agent Harness That Lets You Own Your Coding Workflow

Every few months, the agent space produces a new "default" — a tool that everyone installs, that becomes the baseline against which everything else is measured. Claude Code was one. OpenCode was another. And right now, the terminal is filling up with a third: Pi, the minimal agent harness

opencode vs Claude Code: Which AI Coding Agent Should You Use in 2026?

opencode vs Claude Code: Which AI Coding Agent Should You Use in 2026?

If you spend your days in a terminal, you have probably noticed the same thing I have: the AI coding agent market went from "one obvious choice" to a genuine two-horse race. On one side, Claude Code — Anthropic's polished, battle-tested terminal agent that quietly became the

Your AI Agent Will Find the Loophole: What an Australian Gym Booking Taught Us About Autonomous Systems

Your AI Agent Will Find the Loophole: What an Australian Gym Booking Taught Us About Autonomous Systems

Picture this: an Australian man wants to book a spot in a popular gym class. He asks his AI agent to handle it — a small errand, the kind of thing we're told these tools will soon do for us without breaking a sweat. Instead of politely queuing in

Opencode: An Extensible Open-Source AI Agent Framework for Software Development

Opencode: An Extensible Open-Source AI Agent Framework for Software Development

The integration of artificial intelligence into software development workflows continues to evolve, with AI-powered coding agents emerging as a significant tool. Opencode, an open-source framework, positions itself within this landscape by providing a flexible, provider-agnostic platform for leveraging AI agents in development tasks. This article examines Opencode's technical

Autonomous AI Agents and Emergent Behaviors in Decentralized AI Networks

Autonomous AI Agents and Emergent Behaviors in Decentralized AI Networks

The OpenClaw project, initially known as Clawdbot, represents a class of highly autonomous AI agents capable of complex task execution, self-modification, and persistent operation. These agents, often deployed on local hardware like Mac minis, integrate large language models (LLMs) with external tools via APIs to achieve their objectives. The emergence

Supercharge Your AI Coding Workflow: Stop Waiting, Start Shipping with Open Code

Supercharge Your AI Coding Workflow: Stop Waiting, Start Shipping with Open Code

Let's be honest. If you're using AI for coding, you've probably felt it. That subtle drag, that tiny frustration. You open your AI coding tool, ask it to do something, and then you wait. One task, one terminal, one conversation at a time. It’

Teaching GitHub Copilot New Tricks Welcome to the World of Skills

Teaching GitHub Copilot New Tricks Welcome to the World of Skills

Have you ever wished you could just upload a new ability directly into your brain? Like, one minute you can't speak a word of German, and the next, you're chatting fluently with locals in Berlin. Or perhaps, you've always dreamed of flying a helicopter,

AI Agents Are Here: Your New Digital Coworker or Your Next Big Challenge?

AI Agents Are Here: Your New Digital Coworker or Your Next Big Challenge?

Remember the early days of chatbots? You’d type a question, and if you were lucky, you’d get a stiff, pre-programmed answer back. It often felt like talking to a digital brick wall. Fast forward to today, and we're standing on the brink of something far more

Beyond Autocomplete: Building Complex Apps Autonomously with the Ralph Wiggum Claude Code Plugin

Beyond Autocomplete: Building Complex Apps Autonomously with the Ralph Wiggum Claude Code Plugin

The landscape of AI-assisted engineering is shifting from simple code completion to fully autonomous agents. While Claude Code has already established itself as a premier CLI tool for developers, a new plugin—Ralph Wiggum—is pushing its capabilities into a new tier of autonomy. In this guide, we’ll explore

Claude Canvas: Transforming the Terminal into a High-Performance GUI for AI Agents

Claude Canvas: Transforming the Terminal into a High-Performance GUI for AI Agents

While Claude Code has already established itself as a premier AI coding agent for the terminal, the text-based nature of CLI interactions can sometimes hit a "density ceiling." When you're managing complex calendar overlaps, comparing multiple flight itineraries, or drafting multi-field emails, a standard chat stream

Unlocking Agent Performance: A Deep Dive into Context Engineering for AI Agents

Unlocking Agent Performance: A Deep Dive into Context Engineering for AI Agents

The rapid evolution of Artificial Intelligence is fueling a surge in the deployment of sophisticated AI agents across various industries. But, with increased complexity comes increased risk – unpredictable behavior, drift, and failure are common challenges. Context Engineering – a crucial methodology – offers a powerful path toward addressing these challenges. This blog

Mastering Claude Code for Multi-Phase Development: A Practical Guide

Mastering Claude Code for Multi-Phase Development: A Practical Guide

The promise of AI in software development often conjures images of autonomous code generation, yet the reality for large, complex features frequently falls short, hitting frustrating walls like limited context windows or misalignment with developer intent. Many developers find themselves in a constant loop of micro-managing AI, questioning its true