Was this when it was still in preview? Lambda is still pretty new having launched in November 2014. Reliability and features for Lambda are getting better though [1][2]. AWS seems pretty invested in Lambda, so I think it's just a matter of time until it feels like a 'mature' offering.
1. https://aws.amazon.com/blogs/aws/aws-lambda-update-productio...