From Use Case to Evaluation Pipeline in 10 Minutes
Every LLM deployment needs evaluation. Here's how to auto-generate complete evaluation infrastructure from a simple use case description.
2 min read
evaluation mlops quality
Blog
Thoughts on serverless GenAI, framework design, and building production AI systems.
Cost-Aware GenAI: Model Routing for Serverless
How to reduce GenAI costs by 60-80% using intelligent model routing that matches request complexity to the cheapest capable model.
1 min read
cost-optimization serverless genai
Why LangChain Fails in Lambda (And What Does)
Existing LLM frameworks assume long-running servers with persistent memory. Here's why that breaks in AWS Lambda and how to solve it.
2 min read
serverless aws-lambda llm