AI Tools That Work With AWS
Server and infrastructure tools that integrate with AWS — S3-compatible storage, EC2-style compute, Route 53 DNS alternatives, and more.
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AWS WAF is Amazon's web application firewall that can be attached to CloudFront, ALB, or API Gateway. Pay per rule ($1/rule/month) and per million requests ($0.60). Integrates with AWS Shield.
Best for: AWS-invested applications that need WAF tightly integrated with their existing CloudFront or ALB setup
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AWS Route 53 is a scalable DNS service with health checks, traffic routing policies (latency, geolocation, failover), and domain registration. $0.50/hosted zone/month. Deep AWS integration.
Best for: AWS developers who need advanced DNS routing policies like latency-based routing and automatic failover
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AWS ALB provides Layer 7 load balancing with host and path-based routing, content-based routing, WebSocket support, and gRPC support. Integrates with ECS, EKS, and Lambda.
Best for: AWS teams building microservices architecture who need Layer 7 routing with AWS WAF integration
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Bunny.net provides globally distributed object storage with integrated CDN, designed for developers and businesses needing affordable, high-speed content delivery without enterprise commitments.
Best for: Startups and mid-market companies prioritizing cost efficiency and global reach over extensive cloud ecosystem depth.
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P2P GPU marketplace connecting researchers and developers with spare compute capacity. Offers rented GPUs at lower rates than centralized cloud providers, ideal for ML training, rendering, and batch processing.
Best for: Machine learning researchers, indie game developers, and budget-conscious teams running non-critical batch workloads who can tolerate occasional interruptions.
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Amazon EC2 is the original IaaS cloud, offering 750+ instance types across compute, memory, storage, and GPU. On-demand, reserved, and spot pricing. 99 availability zones globally.
Best for: Enterprise teams with AWS expertise who need the broadest instance selection and global availability
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Supabase is a backend-as-a-service platform providing PostgreSQL databases, real-time subscriptions, authentication, and storage. Built for developers who want PostgreSQL's power without vendor lock-in.
Best for: Teams building web/mobile apps who prefer PostgreSQL's relational model and want to avoid vendor lock-in.
- 8
Lambda Labs provides cloud GPUs (A100, H100, RTX) for machine learning workloads. Pay hourly for compute-intensive training, fine-tuning, and inference without long-term commitments.
Best for: ML researchers and engineers who need affordable, powerful GPU compute for training and experimentation without lock-in to larger cloud platforms.
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AWS Lambda is the original FaaS service — run code without servers. Supports 15+ runtimes, 1M free requests/month, and integrates deeply with 200+ AWS services. Triggered by S3, DynamoDB, API Gateway, and more.
Best for: AWS developers building event-driven serverless applications integrated with the AWS ecosystem
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AWS VPC provides isolated virtual network environments in AWS. Subnets, route tables, internet gateways, NAT gateways, and security groups. Foundation of all AWS networking.
Best for: AWS-committed teams who need isolated network environments with full control over routing and security
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CloudFront is AWS's global CDN with 450+ PoPs. Lambda@Edge and CloudFront Functions for programmable edge logic. Integrates deeply with S3, EC2, ELB, and API Gateway. First 1TB/month free.
Best for: AWS-invested applications needing CDN deeply integrated with S3, API Gateway, and Lambda
How we match
Tools on this page mention AWSin their description or name. Each tool's detail page has the full integration story, so double-check the fit before you commit. Spot a mismatch? Let us know.
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