@adejumot7741404

SingleThreaded is a containerized AI agent built for AMD Developer Hackathon ACT II Track 1. It classifies incoming tasks across 8 categories — factual knowledge, math, sentiment, summarization, NER, code debugging, logical reasoning, and code generation — then routes each to the most token-efficient solution. Mathematical tasks are solved deterministically using Python with zero Fireworks tokens. All other tasks are routed to the cheapest capable model from the ALLOWED_MODELS list, with code tasks escalated to a code-specialized model for accuracy. The agent reads from /input/tasks.json and writes results to /output/results.json.

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.