@deepagspusad35363

Token Router — a general-purpose AI agent for AMD Developer Hackathon ACT II, Track 1. Routes 8 task categories (factual Q&A, math, sentiment, summarization, NER, code debug/gen, logic) through Fireworks AI models, minimizing token spend while clearing an 80% LLM-judge accuracy gate. Built with a record-then-replay evaluation harness (frontier tracing, per-category gate policy, judge-proxy validation) to calibrate model choice and prompt design before every submission — architecture and gate survived two scoring-rule changes (accuracy-first, then no-local-tier) intact. Verified 89.5% (17/19) at 6,351 tokens on live evaluation; an isolated logic-template fix is staged and tested pending resubmission. Zero-dependency Python, Dockerized (linux/amd64), all inference routed through FIREWORKS_BASE_URL per competition rules.

To participate in the hackathon, simply click Sign up with AMD. If you are not already a member of the AMD AI Developer Program (ADP), you will need to create an account. ADP members can access AI tutorials, experts, and community support. In addition, new members can claim a free month of DeepLearning.ai pro, $100 in AMD GPU cloud credits, and $50 in Fireworks AI API credits. All hackathon participants will receive on hackathon launch additional compute and API credits for their projects. Ready to build what's next on AMD? Sign up with AMD below to secure your spot.