Helpmaton

2 articles tagged with "Helpmaton"

Real-Time AI Streaming in Production: What We Built at Helpmaton

Pedro Teixeira • February 13, 2026

How we evolved our Lambda-based real-time AI streaming stack for SaaS: integrating streaming, credit management, and subscription-based throttling. Patterns, challenges, and lessons from Helpmaton’s production deployment.

Helpmaton Open-source AI & ML Serverless Real-time Architecture Performance

Subscription-Based API Throttling Without Client API Keys

Pedro Teixeira • February 12, 2026

How to implement tiered API throttling in AWS API Gateway using subscriptions, without requiring clients to send or manage API keys. Learn how to map subscriptions to usage plans with a custom Lambda authorizer for seamless and secure rate limiting.

Helpmaton Open-source AI & ML Serverless Web Development Architecture Performance