Introducing ❄️ Snowglobe, the simulation engine for AI chatbots. Magically simulate the behavior of your users to test and improve your chatbots. Find failures before your users do.

Snowglobe makes it easy to simulate realistic user conversations at scale so you can reveal the blind spots where your chatbots fail, and generate labeled datasets for finetuning them. Try today at

@snowglobe_so Amazing launch

@snowglobe_so Congratulations on the release @ShreyaR and team! Impressive!

@snowglobe_so This is sick. Trying it out right away 🔥🔥

@snowglobe_so The biggest puzzle I have right now is around simulating tool calls. I hope Snowglobe can make it easier! :) cc @doppenhe

@snowglobe_so @doppenhe dming you

@snowglobe_so Simulation and product readiness at scale ❄️🚀

@snowglobe_so Snowglobe’s simulation approach could dramatically improve chatbot reliability before real-world deployment.

@snowglobe_so Masterclass in Sales !!!! @shreyaR

@snowglobe_so Love the self-driving car analogy! Congrats on the launch @ShreyaR & team r🚀

@snowglobe_so That sounds really cool! It’s like giving chatbots superpowers to learn!

@snowglobe_so Simulations this real? Snowglobe is a must for serious AI teams.

@snowglobe_so nice!

@snowglobe_so ty @hwchase17!! 🤩

@snowglobe_so this is super cool!

@snowglobe_so cool release, congrats

@snowglobe_so While I get that you are focusing on the chat input and test on chat output , from where you get business logic. Would that be a prompt to your simulator?

@snowglobe_so yes, we get a description of the use case of your chatbot as well as a prompt for what user behavior you want to simulate you can take it for a spin at

@snowglobe_so this is interesting Shipping untested bots is like flying blind. Snowglobe turns on the radar.

@snowglobe_so Incredible!!

@snowglobe_so Snowglobe makes it easier to catch failures early and fine-tune with real-world data. Solid tool for building reliable AI.

@snowglobe_so Excited to see how you guys accelerate general AI agents

@snowglobe_so This is sick.

@snowglobe_so looks cool! I am curious to know what sort of metrics you use to ensure you have good coverage of different demographics?

thanks Divija! a core part of our process is simulating user personas, and we create scenarios by letting those personas interact with the chatbots. we internally track many different axes of demographic, style and goal diversity for these personas try the product out at and you can check out how the persona gen happens

@snowglobe_so Sounds good! Will give it a try :)

@snowglobe_so Wow! How hasn't anyone thought of this up to now? This is huge!

@snowglobe_so Congrats on the launch! I think testing agents and creation of simulations is extremely important. This is genius !

@snowglobe_so Gotta try Snowglobe. This one seems incredible.

@snowglobe_so let’s gooo

@snowglobe_so can't wait to see what kind of data people generate with this!

@snowglobe_so ⛩️

@kentcdodds @snowglobe_so Amazing !

@snowglobe_so Definitely adding this to my AI toolset

@snowglobe_so Congratulations on the launch! Quite an evolution from original guardrails and that’s what great founders do. This looks awesome and so much needed!

@snowglobe_so Huge Shreya.. congratulations.. 👏👏

@snowglobe_so Congratulations on the launch 👏

@snowglobe_so Amazing! Congrats on the release, Shreya.

@snowglobe_so thank you @omarsar0! really appreciate your support 🙌

@snowglobe_so

@snowglobe_so 😍

@snowglobe_so Can you show how the report looks? Will I be able to see the full threads