F1_ApexFlow2026

Inspiration

F1 fan

What it does

agent loops around several scenarios and comes up with the best one given a set of prompts.

How we built it

Orchestrator Strands Framework(agent.py) Manages the Agent's "Chain of Thought." Brain Gemini 3 Flash Real-time tactical decision-making. Simulator Custom Python Engine(f1_logic.py) Enforces 2026 FIA Energy & Physics rules.

Challenges we ran into

Accomplishments that we're proud of

Using lots of technologies (strands, python, etc)

What we learned

More info on creating agentic AI agents

What's next for F1_ApexFlow2026

adding more variables to it.

Built With

• python
• strands
• tool-augmented