Continue vs Pieces

Two Coding AI tools, side by side. Both are checked against their own published sites at time of listing. This comparison is editorially independent — neither tool has reviewed or endorsed this page. Here is what each does well and who it is for, so you can choose what fits.

Continue

www.continue.dev

Open-source AI coding agent

Best forDevelopers wanting an open-source AI coding assistant they can extend

What it doesContinue is an open-source AI coding agent built to assist developers within their workflows, with the stated mission of amplifying rather than automating developers. Its open-source codebase remains available as a foundation for community development.

Capabilities

• Open-source AI coding agent
• IDE-integrated assistance
• Developer workflow support
• Community-extensible codebase

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Pieces

pieces.app

Long-term memory for your developer workflow

Best forDevelopers who want a searchable, local-first memory layer across their tools

What it doesPieces is an AI memory and context tool for developers that automatically captures and organizes code snippets, documents, and chat across browsers and IDEs. It runs local-first for privacy and connects to LLMs such as Claude and GitHub Copilot via the Model Context Protocol.

Capabilities

• Automatic context capture
• Cross-app plugins for browser and IDE
• Local-first on-device operation
• Natural-language and time-based search
• MCP integration with LLMs

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