Claude Code's Key Strengths
1. Autonomous Coding Agent with Multi-Step Reasoning
The biggest difference between Claude Code and traditional completion tools is that it can think independently and solve problems.
For example, when you tell it "Add login functionality to this project," it will:
- Analyze the existing codebase structure
- Determine which files need modification
- Write backend API code
- Create frontend forms
- Add database migrations
- Run tests and fix any failures
- Commit changes to Git
All of this happens without you having to break down the tasks step by step. It's like having an intern who can follow through on entire features.
Real case: A developer had Claude Code fix a bug. It not only identified the issue but also:
- Modified 3 related files
- Added corresponding unit tests
- Updated documentation
- Created a Pull Request with a detailed commit message
The whole process took 15 minutes, whereas doing it manually would've taken at least 2 hours.
2. Dramatic Efficiency Boost
Multiple developers have reported that Claude Code can increase development speed by 3-5x. Here are some specific examples:
| Task Type | Traditional Approach | With Claude Code | Time Saved |
|---|---|---|---|
| Building new API endpoints | 2-3 hours | 30 minutes | 75% |
| Fixing bugs + writing tests | 1-2 hours | 15-20 minutes | 80% |
| Code refactoring | 4-5 hours | 1 hour | 80% |
| Writing documentation | 1 hour | 10 minutes | 85% |
But there's a catch: this efficiency boost has a cost ceiling. Some users report spending $100/hour when Claude Code runs at full throttle, which could completely blow your budget if you're not careful.
3. Git Operations Master
Claude Code truly shines at Git operations. It can:
- Create feature branches automatically
- Write proper commit messages
- Submit Pull Requests
- Resolve merge conflicts
- Revert problematic commits
Example: When you say "Submit this feature as a PR," it'll:
- Create a new branch
- Commit code with a clear message
- Push to remote
- Open a PR with a detailed description
All in one shot. This is incredibly convenient for teams that need frequent code reviews.
But there's a detail worth noting: Claude Code adds itself as a commit co-author by default (through Git's Co-authored-by tag). While transparent, some developers find this intrusive to their commit history.
4. Terminal-Native, Natural Interaction
Unlike tools that need a browser, Claude Code runs directly in your terminal. This means you can:
- Use natural language to give commands ("refactor this function")
- Review AI-proposed changes in real-time
- Accept/reject modifications with a single keystroke
- Leverage familiar command-line workflows
For developers who live in the terminal, this experience is far smoother than constantly switching to a browser.
5. Highly Customizable
Claude Code supports extensive customization:
- Custom prompts to guide behavior
.codeignorefiles to exclude sensitive code- User/project-specific settings
Practical tip: Create a custom instruction like "Always follow the company's code style guide" and Claude will remember it across all sessions.
Claude Code's Main Drawbacks
1. Frequent Permission Prompts Interrupt Workflow
The biggest complaint from users is that Claude Code constantly asks for permission to execute actions, severely disrupting flow.
For example:
- Before editing a file: "Allow edit?"
- Before running a command: "Allow execution?"
- Before making a Git commit: "Allow commit?"
While this is for security, when you're in deep work mode, these constant interruptions drive people crazy.
Worse: Sometimes permissions expire, forcing you to re-grant them.
2. Code Quality Can Be Inconsistent
While Claude Code performs well on SWE-bench benchmarks, real-world code quality can vary:
| Scenario | Performance | Issue |
|---|---|---|
| Simple CRUD operations | Excellent | – |
| Complex business logic | Variable | May miss edge cases |
| Performance optimization | Mediocre | May introduce performance issues |
| Security-sensitive code | Requires careful review | May have subtle vulnerabilities |
Real case: A developer had Claude Code implement a payment feature. The code looked fine, but upon review, they found a race condition that could've led to duplicate charges.
Recommendation: Treat Claude Code like a junior developer – useful for routine work, but always review carefully for critical features.
3. Costs Can Spiral Out of Control
Claude Code's pricing is based on token usage (input + output). Since it's an autonomous agent, costs can balloon when:
- Processing large codebases
- Running many iterations
- Making frequent mistakes that need fixing
Real example: A user spent $100 in one hour while Claude Code was troubleshooting a complex bug.
Cost control tips:
- Use
.codeignoreto exclude large dependency folders - Set token limits for single sessions
- Monitor costs regularly
4. Default AI Co-Authorship Feels Intrusive
As mentioned earlier, Claude Code adds itself as a commit co-author by default. While technically transparent, some developers feel this:
- Pollutes commit history
- Raises questions during code reviews
- Doesn't align with team conventions
Solution: You can disable this through config, but it's opt-out rather than opt-in.
5. Account Ban Risk for Chinese Mainland Users
This is the most critical issue for Chinese developers. Since September 2024, Anthropic officially restricted access from China and other regions. Starting in November, mass account bans began.
Ban characteristics:
- Accounts get banned suddenly without warning
- All historical data becomes inaccessible
- Even paid Pro accounts aren't exempt
- No appeals process
For Chinese developers, this means:
- Official channels are almost unusable
- Need alternative solutions (API relay services)
- Risk of sudden ban remains
Recommended workaround: Use API relay services like APIYI – a stable AI model API relay platform with affordable pricing and free trials.
How Chinese Users Can Avoid Bans
Option 1: Use API Relay Services (Recommended)
What are API relay services?
Third-party platforms that provide API access to Claude and other models while bypassing regional restrictions.
Why choose APIYI?
- Stable and reliable service
- Affordable pricing
- Free trial credits
- Supports multiple AI models
- No ban risk
How to set up:
- Register at APIYI
- Get your API key
- Configure Claude Code to use the relay endpoint
- Start using normally
This approach is the safest and most stable solution currently.
Option 2: Use VPS + Official API
If you have international VPS resources:
- Set up Claude Code on the VPS
- Connect via SSH
- Use the official API
Pros: Direct official access, best performance
Cons: Requires technical knowledge, higher costs
Option 3: Switch to Alternatives
If you can't accept the ban risk, consider:
- Cursor: Similar features, better support for China
- GitHub Copilot: Mature and stable, official support
- 国产 AI coding tools: Increasing in capability
But none currently match Claude Code's autonomous capabilities.
Who Should Use Claude Code?
Best Suited For:
- Developers needing to handle large amounts of routine tasks
- Teams requiring frequent cross-file refactoring
- Projects with high Git operation frequency
- Users with budgets to spare
Not Recommended For:
- Security-critical projects (needs human review)
- Teams on tight budgets (costs can explode)
- Chinese mainland users without relay solutions
- Developers who can't tolerate workflow interruptions
Conclusion: Weighing Pros and Cons
Claude Code is undeniably powerful – it's the most capable autonomous coding agent on the market. When working at full capacity, it can save hours daily.
But for Chinese users, the ban risk is a real issue that can't be ignored. The official channel is essentially unusable, making API relay services the most practical solution.
Final recommendations:
- If you're outside China: Give it a try, but keep an eye on costs
- If you're in China: Only use it via APIYI or similar relay services
- For all users: Always review AI-generated code carefully, especially for critical functionality
Technology is advancing rapidly, but regional restrictions remain a harsh reality. Hopefully, in the future, developers worldwide can access these cutting-edge tools without barriers.
Related resources:
- APIYI official site: [Stable AI model API relay platform]
- Claude Code official docs: [Setup guides and best practices]
- Community discussion: [Share your experiences using Claude Code]
Claude Code's 5 Core Advantages
Advantage 1: Native Terminal Integration
Claude Code runs directly in your local development environment, supporting:
- Direct command-line invocation: Issue instructions in natural language
- IDE integration: Native plugins for VS Code and JetBrains
- Web access: Browser version launched in October 2025
No need to constantly switch between browser and editor—everything happens within your familiar workflow.
Advantage 2: Git Operations Master
Claude Code's Git proficiency is truly "ninja-level":
| Git Operation | Claude Code Performance |
|---|---|
| Regular commits | Auto-generates meaningful commit messages |
| Branch management | Batch applies changes across branches |
| Rebase operations | Handles Rebase and Squash effortlessly |
| Conflict resolution | Intelligent merge conflict handling |
You can simply say "commit and push" or "apply this change across all branches," and it'll execute correctly. It's like having a senior engineer who never gets tired of handling version control for you.
Advantage 3: Dramatically Improved Development Efficiency
Developers most frequently mention efficiency gains:
- Unit test writing: Test code that used to take hours now completes in minutes
- Code refactoring: Batch refactoring is no longer a nightmare
- Documentation generation: Auto-generates technical docs and API documentation
- Debug assistance: Quickly locates and fixes bugs
One developer noted: "Claude Code has shortened the software development cycle several times over, meaning lower costs for both software companies and clients."
Advantage 4: Highly Customizable
Claude Code offers rich configuration options:
- CLAUDE.md: Project-level AI behavior configuration
- Skills: Custom skill extensions
- MCP (Model Context Protocol): Connect external tools and services
- Slash commands: Quick command system
This "flexibility over prescription" design philosophy lets developers deeply customize according to their workflow.
Advantage 5: Building Reusable Systems
Using Claude Code isn't just about completing individual tasks—it's about building reusable automation systems:
"This is a fundamental shift: you're no longer treating AI as a Q&A service, but starting to build AI-driven systems that get better over time."
Through accumulated CLAUDE.md configurations, Skills, and workflows, your AI assistant increasingly understands your project and preferences.
Claude Code's Main Drawbacks
Drawback 1: Frequent Usage Limit Hits
This is the most complained-about issue among developers. After Sonnet 4.5's release in September 2025, many users reported limits becoming more restrictive:
| Subscription Plan | Theoretical Usage | Actual Experience |
|---|---|---|
| Pro ($20/month) | ~45 messages per 5 hours | Hitting limits in 10-15 minutes |
| Max 5x ($100/month) | ~225 messages per 5 hours | Significant improvement but still limited |
| Max 20x ($200/month) | ~900 messages per 5 hours | "You're buying more rate-limited access" |
As one developer put it: "Even at $200/month, you're just buying more rate-limited access, not actual control."

Drawback 2: Inconsistent Code Quality
Since late August 2025, complaints about declining model programming capabilities have been increasing:
- Ignoring its own plans: "It's gotten noticeably dumber… ignores its own plans and messes up the code"
- False claims about modifications: Claims to have modified code when it actually hasn't
- Incomplete analysis: Claims to have done a "full codebase analysis" when it actually only reviewed 21% of the code
- Hidden bugs: Generated code runs on the surface but contains security vulnerabilities
A typical case: AI-generated API "indiscriminately returns all user data, including hashed passwords"—superficially functional but with serious security flaws.
Drawback 3: Costs Can Spiral Out of Control
The actual cost of using Claude Code can far exceed subscription fees:
- Uncontrollable token consumption: AI may repeatedly read files, rapidly burning through quotas
- Hidden time costs: Writing prompts, waiting for responses, reviewing output, correcting errors
- Shared quotas: Claude.ai chat and Claude Code share quotas, heavy users quickly hit limits
As one enterprise user reported: "It feels like spending $100 per hour because the AI sometimes goes out of control, repeatedly reading files and burning through tokens."
Drawback 4: Workflow Interruptions
By default, Claude Code frequently interrupts your work:
- Excessive permission confirmations: "Can I edit this file?" "Can I run this command?"
- Black-box behavior: Sometimes gets stuck in loops, misunderstands requests, or starts "hallucinating" solutions
- Auto-attribution: Defaults to adding itself as a co-author in Git commits (can be disabled)
Drawback 5: Steep Learning Curve
To truly unlock Claude Code's potential requires significant learning investment:
- Writing and optimizing CLAUDE.md configuration files
- Learning specialized workflows (git worktrees, ultrathink prompting techniques, etc.)
- Extensive prompt engineering practice
- Determining when the AI is "guessing" and when to reset context
For teams unfamiliar with AI tools, this learning cost may exceed expectations.
Mainland China Users: Account Ban Risks
This is the biggest challenge facing Chinese users, and it's what we'll focus on in this article.
Anthropic's Regional Restriction Policy
In September 2025, Anthropic officially updated its Terms of Service with explicit prohibitions on Claude usage in the following scenarios:
| Restriction Type | Details |
|---|---|
| Direct Access | Direct access from China, Russia, Iran, North Korea, and similar regions |
| Corporate Control | Companies with more than 50% ownership by entities from the above regions |
| Subsidiary Workarounds | Access through overseas subsidiaries is also prohibited |
Anthropic's stated reason: "Companies controlled by authoritarian states face legal requirements to share data and cooperate with intelligence agencies."
Timeline of Ban Waves
| Time | Event |
|---|---|
| September 2025 | Anthropic releases updated regional restriction policy |
| November 10, 2025 | Large-scale bans begin, numerous developer accounts suspended |
| Ongoing | Risk control systems continue tightening, new account registration becomes harder |
Common Triggers for Account Bans
Based on user feedback and public information, these behaviors may trigger account suspension:
- Using VPN Access: Accessing from unsupported regions via VPN is the most common cause
- Unusual Usage Patterns: Excessive API calls, bot-like conversation patterns
- Multi-Device Account Sharing: Single account logged in across multiple devices
- Payment Info Mismatch: Registration information doesn't match payment region
- Frequent IP Changes: Login IP frequently switching between different countries/regions
Appeals After Account Suspension
Anthropic provides official appeal channels:
- Support email:
[email protected] - Official appeal form
However, user feedback suggests appeal success rates are low, with wait times potentially extending to several weeks. Many users never receive any response.
Note About "Fake Ban Screenshots"
At the end of 2025, a screenshot circulated online claiming Claude would "report to local law enforcement" after banning accounts. Anthropic has officially clarified this is a fake screenshot, stating "we don't use that kind of language or display that kind of message." These fake screenshots "circulate every few months," and users shouldn't panic.
Strategies for Chinese Users
Since using Claude Code directly carries ban risks, what are the alternatives?
Option 1: API Relay Services
Using third-party API relay platforms to call Claude models is currently the most stable approach:
| Advantage | Explanation |
|---|---|
| Account Risk Transfer | Using relay platform APIs, your personal account isn't directly exposed |
| Payment Convenience | Supports domestic payment methods, no overseas credit card needed |
| Multi-Model Switching | Call multiple models through one interface for easy comparison |
| Cost Control | Pay based on actual usage, avoiding subscription waste |
Recommendation: API Yi (apiyi.com) provides stable Claude API relay services, supporting latest models like Claude Sonnet 4 and Opus 4, with free trial credits—ideal for Chinese developers.
Option 2: Compatible Tools
Many development tools support custom API endpoints and can work with relay services:
- VS Code Extensions: Configure custom base_url
- Cursor: Supports custom API endpoints
- Other IDE Plugins: Most support OpenAI-compatible interfaces
Option 3: Risk Distribution
If you really need to use official services:
- Don't rely on a single account for all your work
- Use localized solutions as backups for important projects
- Regularly export important conversations and configurations
Option 4: Keep an Eye on Alternatives
The AI coding tool market is highly competitive. Other options include:
- GitHub Copilot: Backed by Microsoft, fewer regional restrictions
- Chinese Large Language Models: Like DeepSeek, Tongyi Qianwen—no regional restrictions
- Other International Models: Access GPT-4, Gemini, etc. through API relays
FAQ
Q1: What makes Claude Code better than GitHub Copilot?
The core difference is its "agentic" capabilities. While Copilot mainly does code completion, Claude Code can autonomously complete entire tasks: reading through the whole codebase, making multi-file changes, running tests, and submitting PRs. It's more like an AI programmer who can work independently, rather than just a suggestion tool. But accordingly, it also comes with a steeper learning curve and higher usage costs.
Q2: Will Chinese users definitely get banned when using Claude Code?
Not "definitely," but the risk is quite high. Anthropic explicitly lists China as an unsupported region, and accessing via VPN may trigger their security controls. The large-scale ban wave in November 2025 has already affected numerous users. If your work heavily relies on Claude, it's recommended to use API relay services or other more stable solutions to avoid exposing your account directly to risk.
Q3: Is there a way to use Claude without worrying about getting banned?
We recommend using API relay services:
- Get Claude API access through platforms like APIYI (apiyi.com)
- Configure it in development tools that support custom endpoints
- Pay based on actual usage, no need to maintain overseas subscriptions
This way your personal account doesn't interact directly with Anthropic, significantly reducing ban risk while still enjoying Claude's powerful capabilities.
Summary
Claude Code's core value:
- True AI programming agent: Not just completion, but autonomously completing complex development tasks
- Significant efficiency boost: Unit testing, refactoring, documentation generation and more get dramatically faster
- Powerful Git integration: Advanced version control operations at your fingertips
Claude Code's main risks:
- Frequent usage limits: Even paid users often hit rate limits
- Variable code quality: Occasionally produces code with subtle issues, requires human review
- Ban risk (Chinese users): Strict regional restriction policies, VPN access may lead to bans
For users in mainland China, directly using Claude Code's official service carries considerable account risk. We recommend using Claude models indirectly through API relay platforms like APIYI (apiyi.com) – you'll get the model's capabilities while avoiding ban risks, plus it supports domestic payment methods for more convenient usage.
References
⚠️ Link Format Note: All external links use the
Resource Name: domain.comformat – easy to copy but not clickable, helping avoid SEO weight leakage.
-
Anthropic Regional Restriction Policy: Official Announcement
- Link:
anthropic.com/news/updating-restrictions-of-sales-to-unsupported-regions - Description: Anthropic's official policy statement on unsupported regions
- Link:
-
Claude Code Usage Restrictions Discussion: GitHub Issue
- Link:
github.com/anthropics/claude-code/issues/9094 - Description: Developer community discussion about changes to usage restrictions
- Link:
-
Claude Code Developer Experience Analysis: eesel.ai
- Link:
eesel.ai/blog/claude-code-overview - Description: Developer perspective on Claude Code's pros and cons
- Link:
-
Claude Ban Screenshot Clarification: BleepingComputer
- Link:
bleepingcomputer.com/news/artificial-intelligence/anthropic-viral-claude-banned-and-reported-to-authorities-message-isnt-real/ - Description: Anthropic's official clarification on fake ban screenshots
- Link:
Author: Technical Team
Tech Discussion: Feel free to discuss in the comments. For more resources, visit the APIYI apiyi.com tech community
