Building AWS Infrastructure from a Single Prompt

Necati Arslan — Tue, 24 Feb 2026 03:07:20 +0000

Today I’m excited to share a project I’ve been working on — Awsflow, an open-source Visual Studio Code extension that empowers developers to interact with AWS services using natural language and AI-assisted tools — directly inside your editor.

🔗 Repository: https://github.com/necatiarslan/awsflow

🔗 VS Code Marketplace: https://marketplace.visualstudio.com/items?itemName=NecatiARSLAN.awsflow

🧠 What Is Awsflow?
In modern cloud development workflows, context switching between your IDE and cloud console is a productivity pitfall. With Awsflow, you can access, query, and act on AWS services right from VS Code’s chat interface — using plain language commands powered by AI.

Whether you want to list buckets, inspect EC2 instances, fetch logs from CloudWatch, or invoke Lambda functions, Awsflow allows you to do it without leaving your editor. (Visual Studio Marketplace)

What makes it even more compelling:

🤖 Natural Language Chat Interface — ask questions like “list my S3 buckets” or “show me recent CloudWatch logs” and get direct results without manual AWS SDK coding. (Visual Studio Marketplace)
🔌 AI-Aware Tooling — the extension registers AWS-aware tools that the assistant can invoke based on your requests. (Visual Studio Marketplace)
👤 Leverages Your AWS Credentials — it uses your existing AWS CLI or profile credentials so there’s no need for external credential storage. (GitHub)
☁️ Broad AWS Service Support — S3, EC2, Lambda, Step Functions, CloudWatch, RDS, DynamoDB, IAM, and more — all accessible via chat tools. (Visual Studio Marketplace)

DEV Community: Necati Arslan

Building AWS Infrastructure from a Single Prompt