I can find where my mistakes are
Shilpa Balaji Cohort 01 · Debugging confidence
Production AI Systems
Academy, tools, and consulting for teams
moving AI from demo to production.
What We Offer
A cohort for builders turning AI ideas into real workflows.
Open-source building blocks for AI systems you can inspect, test and trust.
Support for architecture, reliability, privacy and deployment.
Inside The Academy
A glimpse at the academy environment: deployment judgment, system diagrams, analytics, and live product thinking
Cohort 01 Stories
Two builders on the mindset shift from watching AI move fast to designing and shipping systems themselves.
I can find where my mistakes are
From consuming docs to shipping early and iterating fast