Praxen Inc. fixes issues in your AWS account. It finds them, works out the cause, and writes the fix.
Connect with one read-only CloudFormation stack. Your resources show up within minutes.
For connection steps, permissions and resource discovery, Set up the AWS integration.
Get started for free Production down? Get help now Our founding team can help you get your AWS app back up.Everything Praxen Inc. picks up.
Everything Praxen Inc. reads from your AWS account.
Lambda Function Lambda Layer 
EC2 Instance 
VPC Subnet Security Group Internet Gateway NAT Gateway Route Table Network ACL EBS Volume Elastic IP 
S3 Bucket 
DynamoDB Table 
RDS Instance 
CloudFront Distribution 
API Gateway REST API API Gateway v2 API API Gateway Custom Domain 
SQS Queue 
SNS Topic 
ECS Cluster ECS Service ECS Task Definition 
ElastiCache Cluster 
App Runner Service App Runner Connection 
IAM Role 
KMS Key 
Kinesis Stream ElastiCache Replication Group RDS Cluster RDS Proxy Service Discovery Service 
Secrets Manager Secret 
EventBridge Rule EventBridge Bus 
Step Functions State Machine 
Redshift Cluster 
Kinesis Firehose 
Neptune Cluster 
Cognito User Pool Cognito Identity Pool 
Athena Workgroup 
Glue Database Glue Crawler Glue Job 
Batch Job Queue Batch Compute Environment 
Amazon MQ Broker 
MSK Cluster 
DocumentDB Cluster MemoryDB Cluster 
CloudTrail Trail GuardDuty Detector 
WAF Web ACL 
ACM Certificate 
EKS Cluster EKS Node Group EKS Fargate Profile EKS Addon EKS Access Entry EKS Identity Provider EKS OIDC Provider 
Elasticsearch Domain OpenSearch Domain EventBridge Pipe 
Amplify App 
Application Load Balancer Network Load Balancer Gateway Load Balancer Target Group Load Balancer Listener Listener Rule Glue Table Praxen Inc. covers the whole account.
CloudWatch - metrics vs usual behaviour
- logs vs usual behaviour
- X-Ray traces vs usual behaviour
- issue something drifted
Reads CloudWatch around the clock
Metrics, logs and X-Ray traces are checked against how each resource usually behaves. When something drifts, you get an issue. No thresholds to tune.
CloudWatch alarm - ALARM it fired
- investigation starts at once
- explanation attached
Investigates your CloudWatch Alarms
Point your alarms at Praxen Inc. and each one is investigated the moment it fires, so it arrives with an explanation.
- one graph what a failure affects
Knows what depends on what
Lambda, ECS, RDS, DynamoDB, SQS, SNS, EventBridge, Step Functions, VPCs and EKS sit in one graph, so Praxen Inc. knows what a failure affects.
Account changes - appeared Lambda Function
- changed ECS Service
- disappeared SQS Queue
Tracks infrastructure changes
Praxen Inc. records what appeared, changed or disappeared in the account, and starts there when something breaks.
Pull request - cause in your code
- fix repo behind the service
Writes the fix on the right repo
When the cause is in your code, Praxen Inc. opens a pull request with the fix on the repo behind the service.
IAM role - ReadOnlyAccess AWS managed policy
- assumed by Praxen Inc.'s account only
- template read it first
Uses AWS's ReadOnlyAccess policy
Connecting creates an IAM role with AWS's managed ReadOnlyAccess policy and nothing else. Only Praxen Inc.'s account can assume it, and you can read the template first.
Use AWS with any coding agent. Praxen Inc. connects them.
Connect your agent to Praxen Inc. once and it can query AWS alongside the rest of your stack.
Guides for AWS
- Guide AsyncEventsDropped: diagnose Lambda async event loss AsyncEventsDropped counts Lambda async events discarded after age or retry limits. Check throttling, destinations and DLQs, then verify processing recovery.
- Guide AWS_EMF_ENVIRONMENT: valid values and missing EMF fixes AWS_EMF_ENVIRONMENT overrides EMF library detection. Check Node, Python and Java values separately, trace stdout or agent delivery, and fix missing metrics.
- Guide ChangeMessageVisibility: troubleshoot SQS message timeout errors ChangeMessageVisibility resets SQS message visibility. Use current receipt handles, bounded timeout extensions and per-entry batch error checks with Lambda.
- Guide EC2ThrottledException: fix Lambda EC2 API throttling EC2ThrottledException means EC2 throttled Lambda initialization. Check VPC state and API activity, distinguish concurrency limits, and verify a safe recovery.
- Guide LambdaInsightsExtension: setup and missing metrics fixes LambdaInsightsExtension is the AWS Lambda Insights layer name. Choose a verified regional ARN, grant collector log permissions, and diagnose missing metrics.
- Blog Turn your app into a context graph Agents that run software need a context graph of the app: every resource, what it connects to, the repository that deploys it and the team that owns it. How we built one on Durable Objects, keep it fresh across every provider without polling AWS, decide what counts as a change, and delete from it safely.
- Guide Is it safe to give an AI SRE read access to production? Read access for an AI SRE is a sound first step if you scope it. The risks are secrets, customer data and exfiltration. Here are the controls and a checklist.
Common questions.
Is Praxen Inc. an AI SRE for AWS?
It does that work, though we call it self-operating software. Praxen Inc. keeps your Lambda functions, ECS services and RDS databases in one graph, investigates what breaks and fixes it.
Is it really read-only?
Yes. The role carries AWS's managed ReadOnlyAccess policy and nothing else, and only Praxen Inc.'s account can assume it. The template is open, so you can read it first.
What happens when a CloudWatch alarm fires?
Opt in when you connect and Praxen Inc. subscribes to the account's alarms. When one fires, Praxen Inc. investigates it against recent changes and everything connected to the resource.
Does it work with my observability provider?
Yes. Praxen Inc. supports all the major observability providers, and you can connect any other through MCP. The full list is on getpraxen.app/integrations.
What does it cost?
Every plan, price and limit is on getpraxen.app/pricing.