Continue vs Pieces
Two Coding AI tools, side by side. Both are verified against their own live sites. 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
Visit Continue →- Open-source AI coding agent
- IDE-integrated assistance
- Developer workflow support
- Community-extensible codebase
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
Visit Pieces →- 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
How to choose
Choose Continue if you are developers wanting an open-source ai coding assistant they can extend. Choose Pieces if you are developers who want a searchable, local-first memory layer across their tools. Both sit in Coding; the right pick depends on your exact workflow and budget.
Not sure which to pick?
Get our short, vendor-neutral AI briefing and we will help you choose well.
Double opt-in · unsubscribe any time