A Practical Guide for AI Assisted Coding Tools
Compare leading AI coding tools, including Claude Code, Cursor, Codex, Replit, Lovable, v0, and Amazon Q, and choose the right option for your workflow.
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Notes from the toad pond.
Product updates, MCP server internals, AI coding workflows, and the occasional engineering deep-dive from the team building Toado.
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What Is Vibe Coding? A Practical Guide
Learn what vibe coding means, how AI-assisted coding works, where it shines, where it fails, and how to build software safely with an AI coding agent.
Why We Built Toado for AI-Assisted Debugging
Learn why Toado treats screenshots and console logs as core ticket data, giving AI coding assistants the context they need to diagnose and fix real bugs.