Serverless Discord Bot
CrèmeAI
A Discord bot built like a service.
A Discord assistant on Lambda with DynamoDB response caching, rate limiting, and CloudWatch instrumentation.
- AWSRUNTIME
- LLMENGINE
- CacheLATENCY
Testing how far a small service can degrade before anyone using it notices.
Case study
Runtime
Serverless by default.
The bot runs on Lambda, with DynamoDB response caching to keep the small-service shape predictable.
Controls
Rate limits shape behavior.
Rate limiting is part of the product boundary, not only infrastructure protection.
Failure
Degrades predictably.
CloudWatch instrumentation makes dependency failures observable enough to handle instead of guess at.