mljourney Aider is an open-source AI coding assistant that runs in the terminal, giving you access to powerful AI-assisted coding without switching to a new IDE or paying for a proprietary tool. It connects to your existing code editor and git repository, reads the files you specify, and makes changes based on natural language instructions. Aider … Read more
Windsurf is an AI-native code editor from Codeium, built on VS Code’s foundation and designed around deep AI integration from the ground up. Released in November 2024, it quickly became one of the main alternatives to Cursor for developers who want an AI-first IDE rather than an AI extension bolted onto an existing editor. This … Read more
Vibe coding — letting AI handle the bulk of implementation while you focus on direction and outcomes — works best when you apply deliberate practices around it. Karpathy’s original description made it sound effortless, and for throwaway scripts it often is. But for anything you need to maintain, share, or scale, the difference between effective … Read more
Using an LLM to review code is one of the most immediately practical applications of AI in software development. It is faster than waiting for a human reviewer, available at any time, and capable of catching a useful class of issues — logic errors, missing edge cases, security anti-patterns, and style inconsistencies — before code … Read more
Cursor’s rules file is a plain text file that defines persistent instructions the AI follows across all sessions in a project. Without it, you re-explain your conventions every conversation — your preferred error handling style, the libraries you use, the architecture constraints that should not be violated. With a well-written rules file, the AI generates … Read more
AI pair programming is the practice of working alongside an AI coding assistant in a sustained, interactive way — not just for autocomplete, but as a collaborator you think through problems with, delegate implementation to, and use to challenge your own assumptions. Done well it is substantially more productive than solo coding. Done poorly it … Read more
Devin AI and Cursor represent fundamentally different philosophies about how AI fits into the software development process. Devin, from Cognition AI, is a fully autonomous software agent — it is given a task, spins up its own development environment, writes and runs code, browses documentation, and tries to complete the task with minimal human involvement. … Read more
Cursor and Windsurf are the two leading AI-native IDEs in 2026 — both built on VS Code’s codebase, both offering deep agentic coding capabilities, and both positioned against GitHub Copilot as the tool for developers who want AI at the centre of their coding workflow rather than as an add-on. The comparison is closer than … Read more
Cursor and GitHub Copilot are the two most widely used AI coding tools in 2026, but they target different points on the spectrum from autocomplete assistant to autonomous coding agent. Copilot started as an IDE extension and has evolved significantly; Cursor started as an AI-native IDE and has pushed furthest into agentic capability. The right … Read more
Vibe coding is a term coined by Andrej Karpathy in early 2025 to describe a style of software development where you write code primarily through natural language instructions to an AI assistant, largely ignoring the actual code being generated. The idea is to describe what you want — “add a dark mode toggle that persists … Read more
