Examples
Complete, runnable submissions for the workloads Computalot is best at. Each one pairs a real payload with the pattern it demonstrates — copy the closest match and adapt.
| Example | Pattern | Best for |
|---|---|---|
| Agent Swarms | Fan-out by values | Parallel agent/model evaluation |
| CMA Optimization | Fan-out by items | Evolutionary optimization |
| ML Training | GPU structured_runner | Model training with progress |
| RL Training | Staged DAG | Multi-stage reinforcement learning |
| Monte Carlo | Chunked fan-out / map_reduce | Simulations and backtests |
| Benchmarking | Benchmark | Named strategy comparison |
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