Pieces for Developers

Pieces for Developers is an on-device AI memory tool from Mesh Intelligent Technologies that captures what you work on across editors, browsers, and terminals so you can search it later in plain language.

Its Long-Term Memory Engine, currently LTM-2.7, records context from the applications you allow, including VS Code, JetBrains IDEs, Chrome, and Slack, and stores it locally. You can then ask what changed in a project last week, or regenerate a standup summary, without retracing your steps yourself.

Capture and storage stay on your machine. Requests to a large language model run in the cloud, and only the scoped context for that request leaves your device. PiecesOS, the background service behind the suite, routes those requests to Claude, Gemini, or ChatGPT. Here’s how capture, storage, and cloud requests fit together:

Apps and questions feed PiecesOS, which keeps Long-Term Memory on your machine and sends only scoped context to a cloud LLM.
Capture Stays Local, Only Scoped Context Goes to the Cloud

For Python developers, the Pieces CLI is itself a Python package, installed with pip install pieces-cli, and the pieces_os_client SDK builds apps on PiecesOS. A built-in MCP server exposes an ask_pieces_ltm tool to clients such as Claude Code, Cursor, and GitHub Copilot.

Official website: pieces.app

How to Use Google's Gemini CLI for AI Code Assistance

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How to Use Google's Gemini CLI for AI Code Assistance

Learn how to use Gemini CLI to bring Google's AI-powered coding assistance directly into your terminal to help you analyze and fix code.

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For additional information on related topics, take a look at the following resources:

By Martin Breuss • Updated Aug. 27, 2026
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