# pieces.app > AI-optimized mirror of pieces.app containing 50 pages totalling 75,580 words of clean markdown content, structured data, and semantic HTML. Original source: https://pieces.app. Last updated: 2026-09-12T02:27:19.093Z. Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG). ## Homepage - [Pieces — The AI memory layer for modern work](/content/site-root.html): Pieces builds artificial memory from your work so you can recover decisions, resume where you left off, and bring real context into every AI tool. (580 words) ## Articles & Blog Posts - [Blog — Pieces](/content/blog/index.html): Guides, product deep-dives, and ideas on memory, context, and working with AI. (279 words) - [Not a standup tool: the AI memory that makes standups great — Pieces](/content/blog/ai-memory-for-standups/index.html): Ditch standup bots. Use Pieces, an on-device artificial memory that captures your work to generate accurate, detailed standup reports with a simple prompt. (1,578 words, Dec 12, 2025) - [How to use AI Memory in Claude desktop (and why It changes everything) — Pieces](/content/blog/ai-memory-for-claude/index.html): Explore how prototypes lay the foundation for long-term memory in AI. Learn why early experiments, iteration, and design “blueprints” are critical for building durable, context-rich intelligence. (702 words, Sep 18, 2025) - [From autocomplete to context: The real story of AI code completion in 2025 — Pieces](/content/blog/ai-code-completion-tools/index.html): Explore the best AI code completion tools of 2025. Honest reviews of Pieces, Codeium, Copilot, Windsurf, ProxyAI, and Augment for real workflows. (1,634 words, Aug 27, 2025) - [5 Best AI assistants in 2025 and how to choose the right one — Pieces](/content/blog/best-ai-assistants/index.html): Explore the top AI assistants redefining productivity in 2025 – which tools actually deliver and how to choose the right one for your workflow, team, or daily routine. (2,936 words, Aug 1, 2025) - [AI Security in a cloud-dominated world starts here — Pieces](/content/blog/ai-security/index.html): Discover why AI security is no longer optional in a cloud-first world. Learn what matters most in 2025, whether you're protecting customer data, source code, or internal systems and how to navigate emerging threats without drowning in complexity. (877 words, Jul 30, 2025) - [Enterprise AI adoption isn’t a tech problem. It’s a trust problem — Pieces](/content/blog/navigating-enterprise-level-software-development-with-ai.html): Enterprise AI doesn’t fail because of the tech. It fails because people don’t trust it. Let’s fix that. (1,898 words, Jul 23, 2025) - [How I write documentation at Pieces — Pieces](/content/blog/ai-documentation/index.html): Learn about a real-world use case for using AI tools to write production documentation from soup to nuts: voice-to-text, thought-process checks, and assisted structuring all the way to a finished piece of effective, thoughtful technical writing (1,829 words, Jul 22, 2025) - [AI knowledge management: smarter ways to capture, organize, and use Information — Pieces](/content/blog/ai-knowledge-management/index.html): Is AI memory that way ahead for effective building and shipping of software? In this article we will cover how artificial intelligence can help in knowledge management. (2,010 words, Jul 9, 2025) - [How to evaluate AI: a practical guide for building trustworthy systems — Pieces](/content/blog/ai-evaluation/index.html): AI systems don't behave like traditional software, so they shouldn't be evaluated like it. Learn how to assess accuracy, safety, reliability, and usability in real-world workflows, plus how Pieces helps teams track what matters. (830 words, Jun 17, 2025) - [What is AI reasoning? And why do new models get more reasoning updates — Pieces](/content/blog/ai-reasoning/index.html): AI reasoning goes beyond pattern recognition, it's about simulating logical thinking, decision-making, and inference. Learn why newer AI models prioritize reasoning updates and what this means for real-world performance. (1,465 words, Jun 17, 2025) - [The Pieces approach for AI fluency — Pieces](/content/blog/ai-fluency/index.html): Discover the Pieces Framework for AI Fluency – a practical, human-centered approach to developing the mindset and habits needed to work effectively with intelligent tools (771 words, Jun 13, 2025) - [Understanding the difference between AI Agents vs. AI Assistants — Pieces](/content/blog/ai-agents-vs-ai-assistants/index.html): Learn what sets AI agents and AI assistants apart, and why that difference matters for designing smarter, safer systems. Discover best practices with Pieces. (892 words, Jun 12, 2025) - [How AI Agents are redefining software engineering — Pieces](/content/blog/ai-agents/index.html): Discover how AI agents are revolutionizing software engineering by automating workflows, enhancing code quality, and accelerating development cycles. (1,548 words, Jun 11, 2025) - [The AI Memory landscape: a new frontier for contextual intelligence — Pieces](/content/blog/ai-memory-landscape/index.html): AI memory is transforming productivity, personalization, and how we interact with tools and digital content. (476 words, May 15, 2025) - [No code? No problem: Andrey Gavrilenko shows how to break into Data Science with just English and an LLM — Pieces](/content/blog/andrey-gavrilenko-ai-summit/index.html): Break into data science with just English and an LLM. Andrey Gavrilenko shares how, and why responsibility still matters. (821 words, May 13, 2025) - [AWS CodeWhisperer vs Copilot: Features and Issues — Pieces](/content/blog/aws-codewhisperer-vs-copilot-features-and-issues/index.html): Compare AWS CodeWhisperer vs GitHub Copilot—features, limitations, and key differences. Find the best AI coding assistant for your workflow. (2,136 words, Mar 5, 2025) - [7 AI jobs you should know about in 2025 — Pieces](/content/blog/ai-jobs/index.html): Discover the top 7 AI jobs to watch in 2025, from AI ethics specialists to machine learning engineers, and future-proof your career. (1,462 words, Jan 23, 2025) - [10 Best AI code generators in 2025 [Free & Paid] — Pieces](/content/blog/9-best-ai-code-generation-tools/index.html): AI tools can help generate code, research, and debug. In this article, we talk about some of the best AI code generators that can speed up your development workflow. (2,828 words, Jan 3, 2025) - [Context length in LLMs: how to make the most out of it — Pieces](/content/blog/ai-context-making-the-most-out-of-your-llm-context-length.html): Learn how you can get the best out of your LLMs by refining LLM context length to get more accurate and concise results. (1,297 words, Jan 2, 2025) - [Best practices for prompt engineering with AI Copilots — Pieces](/content/blog/10-prompt-engineering-best-practices/index.html): Check out best practices for prompt engineering with AI Copilots. Learn clear and concise prompts, ensuring optimal responses and improved results. (1,708 words, Dec 10, 2024) - [9 Types of API Testing to Ensure Performance and Security — Pieces](/content/blog/9-types-of-api-testing-to-ensure-performance-and-security.html): Explore these 9 different types of API testing necessary to ensure that your API performs well, regardless of expected or unexpected requests. (2,823 words, Sep 16, 2024) - [AI Upskilling and How to Develop Essential Skills for the AI Workforce — Pieces](/content/blog/ai-upskilling-and-how-to-develop-essential-skills-for-the-ai-workforce.html): The current workforce is not ready for the quickly coming changes, and therefore needs AI upskilling and AI reskilling to keep up. (1,584 words, Sep 11, 2024) - [Pieces Announces $13.5M Series A Funding to 10x Developer Productivity with Real-Time Workflow Assistance — Pieces Updates](/content/updates/pieces-announces-series-a-funding-and-launch-of-live-context.html) (658 words, Jul 10, 2024) - [20 Novel AI prompts made possible only by Pieces Copilot+ — Pieces](/content/blog/20-novel-ai-prompts-made-possible-only-by-pieces-copilot.html): Discover 20 novel AI prompts powered by Live Context that transform your developer workflow by providing contextual assistance across your tasks. (1,544 words, Jun 25, 2024) - [A Beginner's Guide to Vector Embeddings — Pieces](/content/blog/a-beginners-guide-to-vector-embeddings/index.html): Master the foundational concept of representing data as vectors for machine learning applications. (1,566 words, Jun 21, 2024) - [An Air-Gapped Approach to Maximizing Developer Productivity with Pieces Copilot+ and Live Context — Pieces](/content/blog/an-air-gapped-approach-to-maximizing-developer-productivity-with-pieces-copilot-and-live-context.html): Learn how we developed the Pieces Copilot+ with Live Context adhering to the most stringent privacy and security considerations. (1,000 words, Jun 17, 2024) - [10 React Code Snippets that Every Developer Needs — Pieces](/content/blog/10-react-code-snippets-that-every-developer-needs/index.html): With these 10 React code snippets, you can save time in your development projects. Learn to manage all of your snippets with a code snippet manager like Pieces. (1,545 words, May 14, 2024) - [Optimizing Team Collaboration: Advanced Git Strategies for Developers — Pieces](/content/blog/advanced-git-strategies-for-developers/index.html): Understand advanced Git strategies to foster successful collaborations in development environments and boost your productivity. (3,612 words, Mar 22, 2024) - [How to Run an LLM Locally with Pieces — Pieces](/content/blog/how-to-run-an-llm-locally-with-pieces/index.html): Learn how to run an LLM locally on your existing hardware without excessive lag times, and how to troubleshoot any potential issues along the way. (1,536 words, Mar 18, 2024) - [5 Tips For Writing Technical Documentation That Developers Love — Pieces](/content/blog/5-tips-for-writing-technical-documentation-that-developers-love.html): This guide offers tips for writing technical documentation that developers actually want to read, along with various examples in the industry. (1,590 words, Mar 8, 2024) - [10 Node.js Boilerplate Code Snippets Every Developer Needs — Pieces](/content/blog/10-nodejs-boilerplate-code-snippets-every-developer-needs.html): Explore essential Node.js boilerplate code snippets for web development, including CORS setup, Morgan usage, custom logs, and more. (1,245 words, Feb 6, 2024) - [11 Python Boilerplate Code Snippets Every Developer Needs — Pieces](/content/blog/11-python-boilerplate-code-snippets-every-developer-needs.html): Discover these Python boilerplate code snippets for developers working in machine learning, data science, cloud computing, and more. (1,785 words, Jan 12, 2024) - [How to Add Animations to your React App Using GSAP — Pieces](/content/blog/add-animations-to-react-app-using-gsap/index.html): Master animations in React with GSAP: This tutorial teaches how to integrate GSAP, a powerful JavaScript animation library, for dynamic web animations. (1,829 words, Dec 26, 2023) - [A Modern guide to React unit testing — Pieces](/content/blog/a-modern-guide-to-react-unit-testing/index.html): Learn about the importance of React unit testing, how to write unit tests in the software development process and much more. (1,950 words, Oct 11, 2023) - [Angular Material CDK with Drag and Drop — Pieces](/content/blog/angular-material-cdk-with-drag-and-drop/index.html): Learn how to integrate the Angular CDK into your product to create easy-to-use interfaces. Let's start dragging and dropping! (1,172 words, Sep 27, 2023) - [The Art of Writing Documentation and Other Technical Content — Pieces](/content/blog/art-of-writing-documentation-and-technical-content/index.html): Writing documentation, blog posts, or other technical content requires a perfect balance in regards to the amount of context you’re providing to your audience. (3,321 words, May 4, 2023) - [An Analysis of Five Backend Database Tools — Pieces](/content/blog/backend-database-tools-analysis/index.html): Backend programming doesn’t have to be difficult! With the five database tools discussed in this article, you'll be developing like a pro in no time. (1,920 words, Feb 22, 2023) - [An Introduction to TypeScript — Pieces](/content/blog/an-introduction-for-typescript/index.html): The front end is a very broad aspect of programming. In this article, we're going to talk about TypeScript and take a look at its pros and cons. (1,150 words, Jan 31, 2023) - [An Overview of Arrays as Data Structures in Java — Pieces](/content/blog/an-overview-of-arrays-as-data-structures-in-java/index.html): As a developer, you need to understand data structures and how they can help your tech journey. This article focuses on how arrays work as data structures. (1,858 words, Jan 30, 2023) - [Applying CSS Positioning Properties — Pieces](/content/blog/applying-css-positioning-properties/index.html): In this article, you’ll learn what CSS positioning properties are, the different CSS positioning property values, and how you can apply them to your web page. (2,012 words, Jan 11, 2023) - [Accessibility in Web Development: WAI-ARIA and Implementation — Pieces](/content/blog/accessibility-in-web-development-wai-aria-and-implementation.html): Building accessible web content and products should be the goal of every developer. Let's talk about how to build Accessible Rich Internet Applications! (1,036 words, Jan 3, 2023) - [An Introductory Guide to Migrating Express.js V4 to V5 — Pieces](/content/blog/an-introductory-guide-to-migrating-expressjs-v4-to-v5.html): Let's explore the newly released Express.js V5. Plus, how to upgrade from Express.js V4 to V5, and V5's hot new features. (1,264 words, Oct 31, 2022) - [An Overview of Redux RTK Query — Pieces](/content/blog/an-overview-of-redux-rtk-query/index.html): Let's learn about RTK Query and how to utilize it to fetch data using information from a fictitious JSON server to develop a to-do application. (1,756 words, Oct 24, 2022) - [A rundown of front-end errors — Pieces](/content/blog/a-rundown-of-front-end-errors/index.html): In the following article, we’ll discuss several common types of front-end errors as well as the benefits of software testing. (2,432 words, Sep 26, 2022) - [Auto-generate API Clients from OpenAPI — Pieces](/content/blog/auto-generate-api-clients-from-openapi/index.html): Speed up coding, documentation and implemetation for your APIs with OpenAPI. Follow along with the entire process in this tutorial. (1,629 words, Aug 31, 2022) - [Pieces User Stories: Augment Programming Documentation — Pieces](/content/blog/augment-programming-documentation/index.html): From research solutions to sharing code with context, Pieces has helped Moon in nearly every part of her workflow. (372 words, Aug 8, 2022) - [Pieces User Stories: Auto-complete boilerplate code — Pieces](/content/blog/auto-complete-boilerplate-code/index.html): Auto-complete is the ultimate workflow upgrade for Brandon, who doesn't have time to waste re-typing commonly used code snippets. (363 words, Jun 17, 2022) ## About Pages - [About Pieces — The memory layer for modern work](/content/about/index.html): Learn how Pieces gives people and AI agents a living memory of their work, built by Mesh Intelligent Technologies and backed by leading investors. (471 words) ## Resources - [Full Page Index](/index.html): Browse all cached pages with rich metadata - [About This Cache](/about.html): Methodology, technical details, and usage guidelines - [XML Sitemap](/sitemap.xml): Machine-readable sitemap for crawler discovery - [Robots.txt](/robots.txt): Crawler directives - [AgentSite Network](https://agentsite.network/network.html): Public index of AgentSites and their machine-readable resources