Top 3 things:
Data platform architecture and orchestration
whether agent meshes can replace traditional DAG-based orchestration, and when platform-native tools are sufficient.Choosing platforms vs. best-of-breed tools
integration gaps, feature parity, and using explicit principles to decide whether to adopt, lease, or build.AI tooling, privacy, and context ownership
custom AI harnesses, model cost/visibility problems, multiplayer workflows, and the risks of organisational and personal data being exposed or sold.
Thank you to everyone who tuned into our latest AURA Ask Us Anything live session.
Join us for the next AURA session in the app.
AURA - Chris Gambill - Friday, 11 September 2026 - 1pm EDT / 6pm UK
Another AURA session is scheduled!
Got a Question you want to ask and have answered in the next AURA session, leave a comment and we got you!
Information Product Canvas Workshop
“That’s not what I wanted.”
“But that’s what you asked for.”
Shane runs a 6 hour workshop on the Information Product Canvas, a repeatable way to gather data requirements in 30 minutes. The approach he actually uses with stakeholders, not a textbook version that falls apart on contact with messy data and vague requirements.
He runs it regularly.
Latest dates : Gather data requirements in 30 minutes using a shared language
Workshop details : https://maven.com/agiledataguides/info-prod
