AMD Developer Hackathon: ACT II · Track 2

CascadeAgent — Live Routing Demo

This showcases real, captured answers from Fireworks AI (including Gemma) for all 8 evaluated categories. Answers were captured once and are served statically here — this page makes zero live API calls, so it costs nothing to browse.

Select a task on the left to see how CascadeAgent routed it.

How the routing works

1. Classify

Every task is sorted into one of 8 categories using zero-cost regex/keyword heuristics — no model call needed yet.

2. Zero-cost solve

Sentiment (VADER), NER (spaCy), and simple arithmetic get resolved directly in code when confident — no Fireworks call, no tokens.

3. Tiered escalation

Everything else goes to Fireworks — the cheapest capable model per category, including Gemma for lighter-weight tasks when deployed.