- >What do I get for the price?
- Full access to every lab we ship. Launching with 5 certs and 59 hands-on labs across AWS, Azure, and Databricks. New certs and labs are added as they go through QA. No upgrade required.
- >Are cloud costs included?
- No. Cloud costs run in your own AWS, Azure, or Databricks account so you keep what you build. Labs are designed to stay under $2 per session and automatic cleanup runs at the end of every lab. Most learners spend $5 to $15 total across a full cert path.
- >What if I cancel?
- You keep access until the end of the billing period. Your Colab notebooks live in your own Google Drive, so the work you did is still yours.
- >How is this different from a course?
- A course tells you what to build. labrun watches you build it. Every checkpoint calls the cloud API against your actual resources. No multiple choice. No honor system.
- >What about job prep tracks?
- Role-based prep tracks (Data Engineering, DevOps, AI / ML Engineering) launch as a separate plan, targeting $49.99/month (TBD). The cert plan keeps its own pricing. See /tracks/job-prep for the preview.
- >Which certs are next?
- Databricks GenAI Engineer Associate is in the build queue. AWS AI Practitioner, SnowPro Core, dbt Analytics Engineer, Terraform Associate, and Snowflake Advanced DE are on the roadmap. Same approach: real cloud, real validation.
- >Who built this?
- Taqi. A data engineer who got tired of cert prep that ends at the practice exam. Email taqi@labrun.dev if you want to talk shop.