Coding with AI

Clawdbot App Creation

Last updated 2026-09-22

What's new

2026-09-22
  • Claude (a smart AI tool by Anthropic) has updated its rules, so old ways of using it may now slow it down or cause mistakes, like telling it to "check your work" which it now does automatically.
  • Instead of telling Claude what not to do, tell it what to do, like "write it as a flowing paragraph" instead of "don't use bullet points".
  • Give Claude reasons or justifications for your instructions, like "never use ellipses because a text-to-speech engine can't interpret them", to help it understand and follow rules better.
  • Use Claude's "/goal" command to set a task and let it work until it's done, with a separate model checking if the task is completed, so you can walk away and let it work.
2026-08-28
  • Claude (an AI assistant) now has a shared memory system across its chat and Co-work (a productivity tool) modes, meaning it can remember and use information from both in any conversation.
  • Users can see, edit, or delete what Claude remembers, acting like a customizable "second brain" for better context and less repetition.
  • Claude automatically adds topics to memory during chats, rather than waiting until the end, making it more efficient.
  • This shared memory feature is available by default for all users, regardless of their plan (free, pro, or max), across web, desktop, and mobile.
2026-08-22
  • Claude Code (a tool by Anthropic that automates tasks) can handle jobs like organizing files, drafting documents, or even editing videos without needing to write code.
  • It can work with files on your computer, log into your existing tools (like email or CRM), and conduct web research to grab information.
  • Anthropic's own teams and companies like PWC (a big accounting firm) have used it to speed up work, like cutting a 10-week process down to 10 days.
  • It's designed to do more than just give advice—it can actually complete tasks for you, like a capable assistant.
2026-08-19
  • You can automate your business using AI tools like Claude (a type of AI assistant), even if you don't know how to code, and the course provides real-world templates that work.
  • The course teaches you to think of AI as a co-worker (someone who helps you with tasks) rather than just a chatbot (a simple question-answer tool), allowing you to assign multiple tasks at once.
  • AI can handle various tasks simultaneously, such as answering emails, drafting proposals, and researching, without getting tired or sick, and at a low cost.
  • The course emphasizes understanding how AI works to create valuable automations, rather than just using it for generic tasks and getting bland results.
2026-08-16
  • Grockbot, a new AI tool (a computer program designed to perform tasks), offers specialized "teammates" (individual AI programs with specific roles) that can handle real work, like a chief of staff or accountant, each with their own virtual computer and persistent access to tools.
  • Unlike previous tools, Grockbot provides a seamless mobile experience, allowing users to see and control the AI's actions on a virtual computer screen from their phone.
  • Users can create routines and connect multiple bots to collaborate, such as a YouTube manager bot that transcribes videos and a social bot that creates social content from those transcripts.
  • Grockbot can access and interact with web dashboards and tools, even without an API (a way for different software programs to communicate), making it versatile for various tasks.
2026-08-13
  • Meta (a company owned by Mark Zuckerberg) released Muse Code, a new AI tool (called an agent) that helps with coding tasks, like building apps, and it's much cheaper than similar tools from other companies.
  • Muse Code can be used in a terminal (a special window for typing computer commands) and can be set up quickly with the help of another AI tool called Codeex.
  • Codeex, an AI tool for developers, has updated its desktop app to include a new notifications bar that shows recent activities and their locations on your computer, making it easier to track tasks.
2026-08-07
  • **Tokens are the "currency" of AI models (like Claude), with each word roughly equal to one token, and you pay for both input (what you type) and output (what AI generates).**
  • **Prompt caching (saving past conversations) can cut costs by 20x, as AI reads from the cache instead of processing the entire conversation again.**
  • **Caches last only one hour without activity, so frequent messages keep the cache active and reduce costs.**
  • **Understanding and managing tokens and caching can significantly optimize AI usage and save money.**
2026-07-13
  • Open Claw (a tool for managing secure access to apps) now supports "trusted proxy auth mode," a feature that removes the need for tokens and device pairing, improving both security and user experience.
  • This mode uses an identity-aware proxy (a security approach that combines identity provider, policy engine, and reverse proxy) to control access, making it easier to secure internal apps.
  • The update allows configuration through both onboarding and TUI (text-based user interface), providing flexibility in setup.
  • The speaker highlighted the active Open Claw community, noting how contributors quickly addressed a bug they missed, demonstrating the power of open-source software (OSS).
2026-06-28
  • The Ugreen NAS Sync DXP4800 Pro (a personal cloud server for your home or office) lets you store and access files without paying monthly fees to services like Google or Dropbox.
  • It can run Open Claw (a self-hosted AI agent framework), allowing you to build a private AI that can manage files, search your NAS, and control smart home devices.
  • The NAS is always on, making it ideal for running AI agents that can work in the background and respond to events.
  • Setting up Open Claw on the NAS is straightforward, involving installing Docker (a tool for running self-contained applications) and creating a workspace for the AI.
2026-06-25
  • **Claude Code (an AI tool for writing and managing code)** has improved, and new methods make it more efficient, saving time and increasing productivity.
  • **Memory in Claude Code is weak out of the box**, but open-source tools like **Memarch (a plugin for better memory management)** can help store, inject, and recall information more effectively.
  • **Good memory systems** capture transcripts, inject relevant context, and store information by meaning, not just keywords, making recall more reliable.
  • **Plugins like Memarch** are easy to install (sometimes just two lines of code) and can significantly enhance Claude Code's memory capabilities for long-term projects.
2026-06-22
  • A new system combines the best parts of existing memory tools (Hermes, Gbrain, Memarch) to create a more reliable AI assistant (Claude Code) that remembers past decisions and conversations, even from months ago.
  • This system cites sources for its answers, recalling exact words and dates from past conversations, inspired by Gbrain, ensuring trustworthy information.
  • It uses semantic search (vector databases) to find relevant information based on meaning, not just keywords, allowing it to recall contextually similar information, inspired by Memarch.
  • The system also includes scoped access, keeping client and project information isolated, so team members only see what they're supposed to, inspired by Gbrain's company brain idea.
2026-06-19
  • Anthropic added "artifacts" to Claude Code (a coding-focused version of their AI assistant), which are interactive dashboards that turn work into live, shareable web pages.
  • These artifacts can pull data from connected apps (like Gmail or Slack) and code bases, creating visual pages that update in real-time for team collaboration.
  • Unlike regular Claude artifacts, Claude Code artifacts are designed to help teams share live project updates and reduce time spent on status meetings.
  • This feature is currently in beta and only available to team and enterprise plan users, with a $150 upgrade for access.
2026-06-16
  • **Claude Code (AI tool that can do tasks for you)** is like a chatbot (AI that talks to you) but can also take actions, like creating files or connecting to your tools, without you doing it manually.
  • It uses a terminal (black screen with text), but you mostly interact with it like a chat window, and you can use a user-friendly interface instead.
  • To use it effectively, be specific with your instructions (called prompts) to get better results, and use a file called `claw.md` to set your preferences once, so you don't have to repeat them.
  • **Auto mode** lets Claude Code do routine tasks without asking for permission each time, only stopping you for important decisions, making it easier to use.
2026-06-13
  • A new system combines ideas from various memory architectures (like Hermes, GBrain, Memarch) to create a better memory tool for AI agents (AI tools that can perform tasks), making it easier to store, inject, and recall information.
  • The system improves upon Claw code (a type of AI agent), enhancing its memory by adding automatic storage (saving information without the agent deciding what's important) and better recall (finding information by meaning, not just exact words).
  • Mem search (a memory tool) was chosen for its balance between capturing all information and keeping storage lean, using a fast model like Haiku to summarize conversations daily.
2026-06-03
  • Open Claw (an AI agent—software that does your work automatically) can run a whole business, even while you're traveling, but demands constant debugging.
  • AI coding assistants (software that writes code for you) let you build personalized apps quickly, like the personality test that analyzed relationships.
  • Boring repetitive work in companies—emails, accounting, customer support—is now automated by AI agents, freeing people for strategic thinking instead.

Key points

What it is

  • Clawdbot App Creation is a way to build software using AI agents to write, test, and deploy code through natural conversation, instead of manually typing every line.
  • It runs entirely in the cloud, so you don't need to install complex software or learn command-line tools.
  • You start by creating a claw.md file (project instructions that the AI reads before every task) that tells the AI your project’s rules, goals, and available tools.
  • You can add skills (pre-built instruction sets) to teach the AI to do specific tasks, like researching a topic and saving a report.

How to use it

  • Create a claw.md file that tells the bot your project rules and requirements, keeping it concise and under 150 lines.
  • Open Claude Code in your workspace and give a command like "initialize this project based on the claw.md file."
  • The bot will read the file, create a to-do list, and set up your folder structure step by step, which you can watch in real time.
  • After the initial build, you can ask Clawdbot to refine features or add functionality, starting with a clear claw.md file and giving direct commands.

Watch out for

  • Overloading your claw.md file with too much context, which can waste tokens and fill your context too quickly.
  • Neglecting file structure, as a messy structure can make everything else a mess; let the claw agent initialize the project to create folders and a to-do list.
  • Ignoring usage data; run a monthly command like “/insights” to generate a report on your claw patterns and identify areas for improvement.
  • Trying to solve every problem with one tool; focus on becoming proficient with one tool at a time and solve your biggest bottleneck first.

Tools named

  • Clawdbot (AI tool for building applications), GitHub (cloud storage folder for code), Vercell (tool to deploy apps so others can access them)

Lesson 1: What is Clawdbot App Creation and why it matters

Clawdbot App Creation (building applications using Claude Code tools) is a modern approach to software development where you use AI agents to write, test, and deploy code through natural conversation. Instead of manually typing every line, you tell the AI what you want, and it builds the front-end interface, manages files, and even pushes code to a GitHub repository (a cloud storage folder for code) so others can access your app on the internet.

The process starts with a claw.md file (project instructions that the AI reads before every task). This file tells the AI your project’s rules, goals, and available tools. When you send a request, the AI reads this file, shows you its thinking steps, then creates folders and code automatically. You can see everything it does in real time.

What makes Clawdbot App Creation matter for AI development is that it runs entirely in the cloud — no local setup needed. You just go to claw.ai, connect your GitHub repo, and the AI clones your project, works on it, and lets you review changes. This lowers the barrier for beginners: you don’t need to install complex software or learn command-line tools.

Additionally, you can add skills (pre-built instruction sets) that teach the AI to do specific tasks, like researching a topic through an API (a bridge that lets apps talk to each other) and saving a report. This means even a beginner can build, deploy, and automate real applications by focusing on telling the AI what to do rather than struggling with technical setup.

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Lesson 2: How to use Clawdbot App Creation: step-by-step

To use Clawdbot for App Creation, start by creating a claw.md file (a system prompt Claude reads before every task). This file tells the bot your project rules and requirements. Keep it concise—don’t bloat it with context, just give the essential guidelines. For example, you might write "always build a web app with a clean design."

Next, open Claude Code in your workspace. If you keep all your apps in one folder, update your claw.md to reflect that. Then, give a command like "initialize this project based on the claw.md file." The bot will read the file, create a to-do list, and set up your folder structure step by step. You can watch its thinking and actions in real time.

While it works, it will create folders and files for your app. For instance, if you want a legal counseling site, you could feed it a design from Claude Design, then tell it to "add it to my website folder and call it Charlie Counsel." The bot handles the setup while you oversee the process.

Finally, iterate. After the initial build, you can ask Clawdbot to refine features or add functionality. The key is to start with a clear claw.md file, give a direct command, and let the bot execute the structure while you guide it with follow-up requests. This step-by-step method lets you build apps efficiently without coding from scratch.

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Lesson 3: Best practices and pitfalls

When building a Clawdbot app, the most common pitfall is overloading your claw.md file (a project-specific instruction file read before every command). Best practice is to keep it under 150 lines; anything longer fills your context too quickly and wastes tokens. The claw.md should define your project’s direction, tools, and rules, but be concise. One concrete approach is to include only what’s essential — overview, commands, environment variables, architecture, and patterns — and nothing more.

A second mistake is neglecting file structure. Experienced builders say that if your file structure isn’t set right, everything else becomes a mess. Before coding, let the claw agent read your claw.md and then ask it to initialize the project — you’ll see it create folders and a to-do list. You can watch its thinking in real time, which helps you catch missteps early.

A third pitfall is ignoring usage data. Run a monthly command like “/insights” to generate a report on your claw patterns. This shows where you waste tokens, which prompts should become reusable skills, and what to add to your claw.md. Most beginners have no data on their own habits.

Finally, avoid trying to solve every problem with one tool. Instead, find your biggest bottleneck and solve that with clawdbot first. Focus on becoming dangerous with one tool at a time. And when you need to share your app, push your code to a GitHub repository (a code storage location) and use Vercell to deploy it so others can access it.

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