How to Use List[Dict[str, Any]] in Python
What Is List[Dict[str, Any]]? List[Dict[str, Any]] is a Python type hint that describes a list of dictionaries where … Read more
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How to Extract S3 Payload from SQS + SNS Event in AWS Lambda
When S3 sends notifications through SNS and then SQS before reaching your Lambda function, the actual S3 event … Read more
Solve ‘yum: command not found’ in AWS Lambda Python 3.12+ Base Image
If your Lambda Dockerfile suddenly breaks with yum: command not found after upgrading to the Python 3.12 base … Read more
How to Set Up Bearer Token in HubSpot Workflow Custom Code
HubSpot workflows can call external APIs using Custom Code actions. If your external endpoint requires a bearer token … Read more
How to Make Reliable HubSpot API Requests in Python with Retry Logic
HubSpot API calls can fail for reasons outside your control — rate limits (HTTP 429), temporary server errors … Read more
How to Use HubSpot v4 Associations API in Python
HubSpot’s v4 Associations API lets you link CRM records together — connecting a deal to a company, a … Read more
How to Avoid AWS Lambda Timeout When Processing HubSpot Records
If you’re using AWS Lambda to pull and process records from HubSpot, you’ve probably hit this error at … Read more
How to Send Email Using AWS SES with Cross-Account Secrets Manager
If you’re running a multi-account AWS setup, you might need one account to send emails through SES while … Read more
Understanding Lambda’s Event and Context Parameters in Python
Every AWS Lambda function in Python starts with the same two parameters: event and context. The event carries … Read more
How to Sync HubSpot Company Records to S3 with AWS Lambda and Step Functions
If you need to pull HubSpot company records into S3 on a schedule, a single Lambda function can … Read more