Pieces
Long term memory for your whole workstream
About Pieces
In 2026, Pieces stands out as a revolutionary AI-enabled productivity tool designed specifically for developers. Acting as an on-device copilot, Pieces enhances developer efficiency by capturing, enriching, and reusing valuable materials within their workflow. This tool serves as a long-term memory system that integrates seamlessly into the developer's workstream, providing contextual understanding and streamlining collaboration. Unlike traditional cloud-based solutions, Pieces operates locally, ensuring data privacy and security while delivering real-time context and insights. With its Long-Term Memory Engine, Pieces memorizes everything you work on, from code snippets to documents and chats, allowing developers to access and utilize this information effortlessly. This unique capability transforms the way developers manage their tasks, enabling them to focus on deep work without the constant interruption of context switching. Trusted by over 150,000 high-performing developers at top companies, Pieces is redefining productivity by offering a private, secure, and efficient solution that adapts to the evolving needs of modern software development teams. Whether you're building, writing, or debugging, Pieces preserves your flow and enhances your ability to collaborate effectively across various tools and platforms.
Pieces Key Features
On-Device Copilot
Pieces acts as an on-device copilot, enhancing developer productivity by capturing and organizing valuable materials directly on the user's device. This feature ensures that all data remains secure and accessible without relying on cloud storage, providing a seamless and efficient workflow.
Long-Term Memory System
The Long-Term Memory (LTM-2) engine in Pieces automatically forms memories of important work elements such as code, documents, and chats. This system allows developers to recall past work effortlessly, providing contextual understanding and continuity in their projects.
Real-Time Contextual Understanding
Pieces provides real-time contextual understanding by linking saved tabs, messages, and snippets to the bigger picture. This feature allows developers to pick up right where they left off, ensuring that no context is lost during transitions between tasks.
Integration with Favorite Tools
Pieces integrates seamlessly with popular developer tools like Chrome and VS Code, allowing users to build memory across their preferred platforms. This feature enhances the user experience by providing continuity and context across different applications.
Private and Secure by Design
Pieces is designed with privacy and security in mind, operating locally on the user's device. This ensures that no data is sent to external servers unless explicitly allowed by the user, maintaining a secure and private environment for all work.
Time-Based Query System
The time-based query system in Pieces allows developers to search for specific memories or data points based on time. This feature enhances the ability to locate relevant information quickly, improving efficiency and reducing time spent searching for past work.
Collaboration Enhancement
Pieces captures shared context across tools and teammates, streamlining collaboration by ensuring that all team members have access to the same information. This feature fosters a more cohesive and efficient team environment.
Memory-Infused Conversations
By integrating with language models like GitHub Copilot, Pieces enables memory-infused conversations that align context with documents, data, and more. This feature transforms the way developers interact with AI, providing a more intuitive and context-aware experience.
Automatic Context Capture
Pieces automatically captures context as developers work, including links, highlights, and keywords, without the need for manual bookmarking. This feature ensures that all relevant information is preserved and easily accessible.
Stand-Up Feature
The stand-up feature in Pieces allows developers to quickly summarize and review their work progress. This feature is particularly useful for daily stand-ups or progress meetings, providing a concise overview of completed tasks and upcoming priorities.
Pieces Pricing Plans (2026)
Free
- Local AI features
- Basic Copilot assistance
- Email support
- 9 months of individual context
- Limited to individual use
- Basic Copilot features only
Pro
- Advanced LLMs
- Priority support
- Shared memory across teams
- Integration with preferred LLMs
- Monthly subscription cost
- Requires setup for team use
Pieces Pros
- + Enhances developer productivity by providing a seamless workflow experience.
- + Operates locally to ensure data privacy and security.
- + Offers real-time contextual insights to streamline collaboration.
- + Integrates with popular development tools and platforms.
- + Supports multiple language models for flexible AI assistance.
- + Provides a comprehensive memory system that captures and organizes workflow data.
Pieces Cons
- − Initial setup may require time to integrate with existing workflows.
- − Limited to environments that support on-device processing.
- − May not fully replace all cloud-based collaboration tools.
- − Requires sufficient local storage for long-term memory data.
- − Advanced features may be locked behind a paywall.
Pieces Use Cases
Code Development and Debugging
Developers use Pieces to capture and recall code snippets and debugging sessions, enhancing their ability to troubleshoot and optimize code efficiently. This leads to faster development cycles and improved code quality.
Collaborative Projects
Teams working on collaborative projects use Pieces to share context and maintain continuity across different tools and platforms. This ensures that all team members are aligned and reduces the risk of miscommunication.
Research and Documentation
Researchers and technical writers use Pieces to automatically capture links, highlights, and keywords during their research. This facilitates the creation of comprehensive documentation and reduces the time spent organizing research materials.
Meeting and Presentation Preparation
Professionals preparing for meetings or presentations use Pieces to compile and organize relevant information, ensuring that they have all necessary materials at their fingertips. This leads to more effective and impactful presentations.
Deep Work Sessions
Individuals engaged in deep work sessions use Pieces to preserve their flow by capturing all relevant context and information. This minimizes interruptions and allows for more focused and productive work periods.
Freelance Development
Freelancers use Pieces to manage multiple client projects simultaneously, capturing and organizing project-specific information for easy access. This enhances their ability to deliver high-quality work on time.
AI-Enhanced Workflows
Developers integrating AI into their workflows use Pieces to provide memory-infused interactions with language models, improving the relevance and accuracy of AI-generated suggestions and outputs.
Security-Conscious Environments
Organizations with strict data privacy requirements use Pieces to maintain control over their data, as it operates locally and does not send information to the cloud unless permitted. This ensures compliance with data protection regulations.
What Makes Pieces Unique
Local Operation
Pieces operates locally on the user's device, ensuring data privacy and security. This differentiates it from cloud-based solutions and appeals to users with strict data protection requirements.
Seamless Integration
Pieces integrates seamlessly with popular developer tools, providing continuity and context across different platforms. This enhances the user experience and improves workflow efficiency.
Real-Time Contextual Understanding
The tool's ability to provide real-time contextual understanding allows users to pick up right where they left off, reducing the time spent on context-switching and improving productivity.
Memory-Infused AI Interactions
By integrating with language models, Pieces enables memory-infused AI interactions that enhance the relevance and accuracy of AI-generated outputs. This transforms the way developers interact with AI.
Automatic Context Capture
Pieces automatically captures context as users work, preserving all relevant information without manual intervention. This ensures that no important details are lost and enhances the user's ability to recall past work.
Who's Using Pieces
Enterprise Teams
Enterprise teams use Pieces to enhance collaboration and maintain continuity across large-scale projects. The tool's ability to capture and share context ensures that all team members are on the same page, leading to more efficient project management.
Freelancers
Freelancers benefit from Pieces by managing multiple projects and clients with ease. The tool's ability to capture and organize information allows freelancers to deliver high-quality work without missing deadlines.
Research and Development Teams
R&D teams use Pieces to capture and organize research data, facilitating the creation of comprehensive documentation and reducing the time spent on information retrieval. This enhances the team's ability to innovate and develop new solutions.
Security-Conscious Organizations
Organizations with strict data privacy requirements use Pieces to maintain control over their data. The tool's local operation and optional cloud integration ensure compliance with data protection regulations while providing a secure work environment.
AI Developers
AI developers use Pieces to enhance their interactions with language models, providing memory-infused conversations that improve the relevance and accuracy of AI-generated outputs. This leads to more effective and efficient AI development.
Technical Writers
Technical writers use Pieces to capture and organize research materials, facilitating the creation of comprehensive and accurate documentation. This reduces the time spent on information retrieval and enhances the quality of written content.
How We Rate Pieces
Pieces vs Competitors
Pieces vs Online Receipt Maker
While Online Receipt Maker focuses on generating receipts, Pieces offers a comprehensive productivity solution for developers, enhancing workflow management and collaboration.
- + On-device operation ensures data privacy.
- + Comprehensive memory system captures and organizes workflow data.
- + Real-time contextual insights enhance collaboration.
- − Online Receipt Maker may offer more specialized features for receipt generation.
- − Pieces may require more setup time to integrate with existing workflows.
Pieces Frequently Asked Questions (2026)
What is Pieces?
Pieces is an AI-enabled productivity tool for developers, acting as an on-device copilot to enhance workflow efficiency by capturing and reusing valuable materials.
How much does Pieces cost in 2026?
Pieces offers a Free plan for individuals, while the Pro plan costs $18.99/month, providing access to advanced LLMs and premium AI capabilities.
Is Pieces free?
Yes, Pieces offers a free tier for individuals, providing powerful local AI features without cost.
Is Pieces worth it in 2026?
With its unique features and local operation ensuring data privacy, Pieces is a valuable tool for developers seeking enhanced productivity.
Best Pieces alternatives in 2026?
Alternatives include Online Receipt Maker, Butterfish, Taskbase, Video Transcriber, and Huntr AI Resume Builder.
Pieces vs competitors in 2026?
Pieces offers unique on-device operation and comprehensive memory features, setting it apart from competitors like Online Receipt Maker and Taskbase.
How to get started with Pieces?
Download the Pieces app from their website, set up your account, and integrate it with your preferred development tools to start enhancing your workflow.
What platforms does Pieces support?
Pieces supports Windows, Linux, and macOS, integrating with popular development tools like Chrome and VS Code.
Is Pieces safe and secure?
Yes, Pieces processes data locally on-device, ensuring privacy and security without relying on cloud services.
Who should use Pieces?
Pieces is ideal for software developers, tech startups, enterprise IT departments, freelance developers, and educational institutions.
What's new in Pieces 2026?
In 2026, Pieces continues to enhance its Long-Term Memory Engine and integration capabilities with popular LLMs, offering improved performance and features.
How does Pieces compare to alternatives?
Pieces offers unique features like on-device operation and comprehensive memory management, providing distinct advantages over cloud-based alternatives.
Pieces Search Interest
Search interest over past 12 months (Google Trends) • Updated 2/2/2026
Pieces on Hacker News
VS Code Extension
Pieces Company
Pieces Quick Info
- Pricing
- Freemium
- Upvotes
- 181
- Added
- January 3, 2026
Pieces Is Best For
- Software developers seeking enhanced productivity tools.
- Tech startups looking for efficient workflow management solutions.
- Enterprise IT departments prioritizing data privacy and security.
- Freelance developers needing organized workflow management.
- Educational institutions supporting development and learning.
Pieces Integrations
Pieces Alternatives
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News & Press
Where Are They Now?: Looking At The Five Pieces Involved In The Canucks’ Elias Lindholm Trade - The Hockey News
47 Stylish Pieces Under £100 - SheerLuxe
17 Transitional Pieces To Refresh Your Wardrobe for Spring - Us Weekly
Gary Neville claims Alejandro Garnacho is 'shot to pieces' at Chelsea - Metro.co.uk
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