Congrats on the launch guys. It's been inspiring to see you iterate on the original idea and get more capable in each version.

Can you say more about "we found that most developers struggled to write reliable code with implicit determinism". What were some of the common mistakes you were seeing?

Very common issues were: forgetting to put non-determistic code inside of steps (deterministic code can be put outside of steps, but non-deterministic = boom), incorrect use of cache keys (people would put dynamic data inside the cache key). Another issue we hit pretty frequently that a single step would take longer than the serverless function timeout it was running on (this was before we ran our own compute platform). Another issue was speed, especially with more complicated tasks with hundreds of steps: the amount of data that needed serializing/deserializing became pretty huge. Oh yea, that was another thing (it's coming back to me now), there were lots of fun surprises about data being serialized/deserialized and changing shape (e.g. you couldn't have a step that just returned a class instance, for example) which caused tons of bugs.