Resources
Learn together, ship faster
Community accelerates adoption: curated channels reduce duplicate debugging, showcase reference architectures, and surface product feedback—common in modern data/AI ecosystems that prioritize practitioner-to-practitioner learning.
Community programs
Availability varies by region; follow announcements on Events.
Office hours
Ask engineers directly about tricky integrations and performance tuning.
Show & tell
Lightning talks on real pipelines, models, and dashboards in production.
Special interest groups
Vertical and technology-focused circles (e.g., regulated ML, LLM apps).
Global participation
Async forums and regional meetups so time zones are not a barrier.
Code of conduct
We are building a respectful, inclusive space focused on technical substance—harassment-free and vendor-neutral in discussion tone.