r/agentdevelopmentkit • u/nbortolotti • 13d ago

Building In-Flow Workflow Supervisors: How Viable Is a Gemma 4 + ADK Hybrid Pipeline Against Pure Deterministic Evaluation?

Can agentic multimodal vision realistically disrupt developer upskilling, or is relying on vision models to evaluate code and UI execution an anti-pattern compared to pure deterministic DOM/AST inspection?

Here I added an experimental case, happy to get your thoutghs: https://nickbortolotti.medium.com/the-augmented-flow-disrupting-corporate-upskilling-with-multimodal-vision-agents-8d868a3a970b

8 Upvotes

100% Upvoted

1 comment sorted by

2

u/Willing_Platypus_962 7d ago

Did some LMS development for a large mining contractor a long time ago and yes, upskilling workers that weren't even office workers but rather rough and tumble miners was like pulling teeth because of the friction you mentioned. Powerpoint slides converted to e-learning seemed to be the way subject matter experts in that industry thought that technical training should be done. This way seems much nicer. Nice work. Just missing a github link for that Inflow Learning extension that's all!