Hands-on tested · Updated 2026
Paid only - check the pricing analysis below to decide if it fits your budget.
Where it falls short
Security scanning feature not comprehensive enough
Amazon CodeWhisperer is an AI coding assistant launched by AWS, specifically optimized for AWS service code generation and security scanning. This article will delve into its features, usage experience, pricing, and value, helping developers understand the pros and cons of this tool. Overview and Background: Amazon CodeWhisperer is an AI coding assistant under the AWS umbrella, designed to improve development efficiency and reduce coding errors. It generates code snippets by analyzing code and AWS service documentation, and provides security scanning...
From registration to actual use - step by step
Open the CodeWhisperer page on AWS (now part of Amazon Q Developer) to learn features and sign up with an AWS account.
Visit WebsiteCodeWhisperer has been integrated into Amazon Q Developer — use Amazon Q Developer directly for the latest features.
Install the AWS Toolkit plugin in VS Code, IntelliJ and other IDEs. Sign in with AWS Builder ID to activate CodeWhisperer.
AWS Builder ID is free and doesn't require an AWS account — individual developers should try Builder ID first.
CodeWhisperer provides context-based suggestions while coding — press Tab to accept. Run security scans to detect vulnerabilities and best practice issues.
Run security scans regularly, especially for code handling user input or sensitive data, to catch SQL injection, XSS and common vulnerabilities early.
CodeWhisperer provides optimized suggestions for AWS API calls. When using AWS SDKs, prioritize its suggestions to follow AWS best practices.
When generating AWS resource operation code, check IAM permissions to avoid overly permissive generated code.
💡 Amazon CodeWhisperer is a software tool, not an AI model. To experience its full features, please visit the official website. You can also add it to your workflow below.
Amazon CodeWhisperer is suitable for AWS service developers, especially those who need to improve development efficiency and code security. It is applicable to daily development, project maintenance, code review, and other scenarios. For large enterprises and professional developers, the tool can help them build and deploy AWS applications faster.
| Plan | Price | Best For |
|---|---|---|
| 免费版 | 免费 | 基础代码生成, 基础安全扫描 |
| 专业版 | 根据使用量付费 | 高级代码生成, 高级安全扫描 |
Prices are estimates. Visit website for current pricing.
The free tier includes basic code generation, basic security scanning, and basic integration support, which is sufficient for individual developers and small teams. The professional tier is pay-as-you-go, offering advanced features suitable for large enterprises and professional developers. CodeWhisperer has no hidden costs and supports monthly and annual payment discounts.
Recommended. CodeWhisperer offers a freemium model with very powerful basic features. For developers who need to improve AWS service development efficiency, CodeWhisperer is a worthwhile investment.
Content creators: because...; Solo developers: because...; Solo entrepreneurs: because... Content creators: because CodeWhisperer can help quickly generate AWS service code and improve work efficiency; Solo developers: because CodeWhisperer offers a freemium model, suitable for developers with limited budgets; Solo entrepreneurs: because CodeWhisperer can help improve development efficiency and reduce development costs.
| Tool | Rating | Pricing | Best For |
|---|---|---|---|
| Amazon CodeWhisperer ★ | 4.1/5 | Freemium | Code |
CodeWhisperer offers a freemium model with basic features free and advanced features requiring payment.
CodeWhisperer supports multiple programming languages including Java, Python, JavaScript, and C#.
CodeWhisperer has unique advantages in AWS service code generation, but its features and application scenarios are different from other code generation tools.
CodeWhisperer is suitable for AWS service developers, large enterprise IT teams, and developers who need to improve development efficiency.
CodeWhisperer offers a freemium model and does not require a trial.
CodeWhisperer strictly adheres to AWS's data security policy to ensure user data security.
For developers who need to improve AWS service development efficiency, CodeWhisperer is worth paying for.
Log in to the AWS Management Console, go to the CodeWhisperer settings, and select cancel subscription.
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