(Question for those using this) How is this much better than just asking Claude for code and shell commands and doing it yourself? What about this workflow justifies the extra cost? Answer from WorldOrderGame on reddit.com
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Reddit
reddit.com › r/claudeai › what's claude code?
r/ClaudeAI on Reddit: What's Claude Code?
January 23, 2025 -

🚀 Claude Code is here! Anthropic just launched a CLI tool for agentic coding, allowing developers to offload engineering tasks directly from their terminal.

🛠️ What is Claude Code? It’s a command-line interface (CLI) tool that integrates with Claude 3.7 Sonnet, enabling developers to: ✅ Automate coding tasks like debugging, refactoring, and full-stack updates ✅ Interact with tools & APIs directly through AI-assisted workflows ✅ Generate & execute complex engineering solutions without switching contexts

🎯 Early Testing Insights:

Vercel: Found Claude Code exceptionally precise in complex agent workflows

Replit: Used it to build sophisticated web apps from scratch

Canva: Reported that Claude generates production-ready code with superior design taste

🧐 How Does It Compare? Claude Code is not just another Copilot alternative it’s closer to an AI agent that understands and executes engineering workflows in a developer-friendly CLI environment.

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Claude
code.claude.com › docs › en › overview
Claude Code overview - Claude Code Docs
Learn about Claude Code, Anthropic's agentic coding tool that lives in your terminal and helps you turn ideas into code faster than ever before.
Discussions

Thoughts on Claude Code so far?
I’ve committed more code in the last 6 days on personal projects than in the last 6 years. I’m building complete web apps in a weekend. I’m tuning how I break tasks up for it; it’s about eager intern level in the size of tasks I can assign it, that helps to minimize over engineering ime. It will try to cheat tests from time to time, which is amusing. Honestly though it all feels like magic. More on reddit.com
🌐 r/ClaudeAI
51
44
March 9, 2025
Claude Code changed my life
It's hard to explain to someone if they haven't been involved in the industry for a while. Now I get to run through 15 or 20 ancient and terrible private GitHub repos to the measure to make something out of something or dump it Every new idea that I put into a voice note or scratch Pad now has legs. Redid my old rickety website with fantastic new technology and every new idea I had I simply threw it into a voice note practically while it was working on it for a real time edit and update as I was looking on the second monitor via npm run dev. Old semi-impossible thoughts are now reality. Taking scraps of data into a project and building a Neo 4j graph with all the security and bells and whistles with a Next JS front end with correlation and schema and analysis... is a day. Maybe a weekend to really snaz it up. Structured workflows with mcp tools like playwright, Serena, Synk, sequential thinking, context 7, allows full cradle to grave Construction of a highly performant Enterprise product practically Within an eight hour working window. Parallel agent handoff is insane. A2A is a thing. Some of the newer Gemini models are quite good. An extensive line of business historically now has fresh awesomeness. Cybersecurity log analisys SIEM  and API Construction happens at the speed of thought. My RMM has an API with almost executive level permissions and the dashboard is little wacky so we rebuild the entire thing to run locally and runs better with better reporting. The computer forensics business relied on old Windows programs with bad block storage bad file analysis and slow and clunky database and painful UI. Now? Rebuilt the entire thing into CLI and process images much faster much more cleanly and I get the analysis and Reporting exactly the way I want simply for asking. Also analyzes file structure and determines encryption and timeline and what it is and how to present it in ways I could never do with the UI and even thinks of new things to put into it. Magic. I'm struggling to leave the house :) blew past Pro in a day and trying to stay on 5x. More on reddit.com
🌐 r/ClaudeAI
332
871
June 21, 2025
My experience with Claude Code
I've had a very different experience -- although I recognise the issues you point out, especially when it runs away with itself and starts implementing something totally ridiculous. I've spent perhaps about 900-1000 USD and been able to construct a fully functional web application that we are now selling to customers (orders haven't been placed yet but they're incoming). I coded the original version of this back in the early 2000s and decided, as an experiment, to rearchitect everything from zero with Claude Code. I'd say the result has been simply brilliant. The first rough version was accessible for the team to start testing within about 20 minutes. I made some mistakes though. I got carried away and ended up telling it to do this-and-that. It never says no, of course, so I very quickly ended up with a super-over-engineered set of approaches. I actually had to roll those back! I have kept control of the fundamental architecture and approach myself. Quite a few times I've had to ask it to modify an existing function or class rather than simply add yet another one -- and that's probably one of the more frustrating aspects. Ask it to do something and it will. Occasionally it will do it the *best* way. Occasionally it will throw out some code and ... the function works. Right there in the browser. You click. You get the result. Buuuuuuut behind this, I then discover lots of extra empty or half used database tables and lots and lots of extra code that isn't necessary. This itself isn't a problem - because the thing *does* work. We're delighted. We're seeing complicated annoying features coming to life in literal minutes. It's when you want to modify things that it can get complicated. Because now you've got hundreds of functions to search, each doing ONE thing. So when Claude tries to modify that *single* function... sometimes it's fine... but sometimes it breaks another thing... and another... and before you know it, you've got chaos. So I'd suggest that the 'dream' isn't quite there -- that is, it being able to 'do everything'. But as I got to understand its capabilities, I began to give it point tasks. I took control of the higher level thinking. Now it's incredibly efficient for me -- and, it's costing me pennies or cents rather than dozens of dollars for every key update. I've learned to ask the right questions and issue the right commands. Hats off to the Anthropic team - I'm deeply impressed. But as the OP points out, it needs to be used in the most effective way or it can quickly burn through API credit. More on reddit.com
🌐 r/ClaudeAI
35
109
March 25, 2025
is everyone sleeping on Claude Code?
I've made posts about this. Yep. Claude Code is amazing. I canceled the cursor sub, which became relative trash. Instead, I just went with $100 Claude Max plan. Have been insanely productive the last week. More on reddit.com
🌐 r/ClaudeAI
271
287
May 13, 2025
People also ask

Is Claude Code secure?
Yes. Claude Code runs locally in your terminal and talks directly to model APIs without requiring a backend server or remote code index. It also asks for permission before making changes to your files or running commands.
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claude.com
claude.com › product › claude-code
Claude Code - AI coding agent for terminal & IDE | Claude
Which models does Claude Code use?
Claude Code works with the Opus 4.5, Sonnet 4.5, and Haiku 4.5 models. Enterprise users can run Claude Code using models in existing Amazon Bedrock or Google Cloud Vertex AI instances.
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claude.com
claude.com › product › claude-code
Claude Code - AI coding agent for terminal & IDE | Claude
Does Claude Code work with the Claude desktop app?
Yes. Max, Pro, Team, and Enterprise users can access Claude Code on the Claude desktop app.
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claude.com
claude.com › product › claude-code
Claude Code - AI coding agent for terminal & IDE | Claude
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Product Talk
producttalk.org › claude-code-what-it-is-and-how-its-different
Claude Code: What It Is, How It's Different, and Why Non-Technical People Should Use It
1 month ago - You could use the Claude desktop app or you could use Claude Code. Each of these access points has distinct features and functionality. They differ in how they let you create memory or context for Claude, in how you access your own files, in how you can create personalized shortcuts, and most importantly, in how portable your data is.
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Medium
medium.com › @dan.avila7 › claude-code-from-zero-to-hero-bebe2436ac32
Claude Code: From Zero to Hero. What is Claude Code? | by Daniel Avila | Medium
June 23, 2025 - Claude Code is an AI-powered coding assistant that lives in your terminal, understanding your codebase and accelerating development through natural language.
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The Pragmatic Engineer
newsletter.pragmaticengineer.com › p › how-claude-code-is-built
How Claude Code is built - by Gergely Orosz
September 23, 2025 - ... How it all began. The idea for Claude Code came from a command-line tool using Claude to state what music an engineer was listening to at work. It spread like wildfire at Anthropic after being given access to the filesystem.
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Zapier
zapier.com › productivity › app tips
What is Claude Code? The AI coding tool anyone can use
August 5, 2025 - Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster through natural language commands.
Find elsewhere
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Tom's Guide
tomsguide.com › ai › claude
What is Claude? Everything you need to know about Anthropic's AI powerhouse | Tom's Guide
1 week ago - Claude can create standalone artifacts for code, documents, diagrams and other structured content during conversations. This makes it easier to collaborate on creative writing, programming projects or technical documentation without cluttering ...
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ClaudeLog
claudelog.com › home › about
ClaudeLog - Claude Code Docs, Guides, Tutorials & Best Practices
2 weeks ago - With models like Claude Opus 4.5 ... reliability. Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster through natural language commands....
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Prismic
prismic.io › blog › claude-code
Why Claude Code Changed My Mind About AI Development
Key Insight: Unlike the other AI tools I tried, Claude Code elevates itself to the same level as Neovim. It does exactly what you ask of it without noise, is native to the terminal, and is as much of a code editor as Neovim itself.
Published   August 6, 2025
Views   666K
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Claude
claude.com › product › claude-code
Claude Code - AI coding agent for terminal & IDE | Claude
1 month ago - Claude Code is an agentic AI coding tool that understands your entire codebase. Edit files, run commands, debug issues, and ship faster—directly from your terminal, IDE, Slack or on the web.
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GitHub
github.com › anthropics › claude-code
GitHub - anthropics/claude-code: Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands.
October 29, 2025 - Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows -- all through natural language commands.
Starred by 47.6K users
Forked by 3.3K users
Languages   Shell 46.4% | Python 33.8% | TypeScript 12.9% | PowerShell 4.7% | Dockerfile 2.2%
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Anthropic
anthropic.com › engineering › claude-code-best-practices
Claude Code: Best practices for agentic coding
Claude Code is intentionally low-level and unopinionated, providing close to raw model access without forcing specific workflows. This design philosophy creates a flexible, customizable, scriptable, and safe power tool.
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Anthropic
anthropic.com › news › claude-code-on-the-web
Claude Code on the web
November 12, 2025 - Claude Code on the web lets you kick off coding sessions without opening your terminal. Connect your GitHub repositories, describe what you need, and Claude handles the implementation.
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Claude
claude.ai
Claude
Talk with Claude, an AI assistant from Anthropic
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Anthropic
anthropic.com › news › enabling-claude-code-to-work-more-autonomously
Enabling Claude Code to work more autonomously
September 29, 2025 - Developers are already building agents for a broad range use cases with the SDK, including financial compliance agents, cybersecurity agents, and code debugging agents. As Claude Code takes on increasingly complex tasks, we're releasing a checkpointing feature to help delegate tasks to Claude Code with confidence while maintaining control.
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Builder.io
builder.io › blog › claude-code
How I use Claude Code (+ my best tips)
September 29, 2025 - No AI agent has ever successfully updated this file except Claude Code. When using Cursor, I still find a lot of little hiccups. It has trouble resolving patches, has to rewrite files often, and really struggles to update extremely large files. This isn't just about file size, Claude Code works great with complex tasks.
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YouTube
youtube.com › watch
Introducing Claude Code - YouTube
We're launching Claude Code, our agentic coding tool, in a limited research preview. Claude Code lets developers delegate substantial engineering tasks to Cl...
Published   February 24, 2025
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Substack
lennysnewsletter.com › p › everyone-should-be-using-claude-code
Everyone should be using Claude Code more
October 14, 2025 - Ever since my chat with Dan Shipper, I couldn’t stop thinking about his hot take that Claude Code was the most underrated AI tool for non-technical people. A few weeks ago, I finally started playing around with it, and holy sh*t, we’ve all been sleeping on Claude Code. The key is to forget that it’s called Claude Code and instead think of it as Claude Local or Claude Agent.