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Will Lewis

AI/ML Product Manager β€” agentic systems, evals, and ML decisioning in regulated environments.

Agents propose, code decides. Models are good at compressing the messy middle of a workflow. The harness β€” policy layer, held-out evals, deterministic gates β€” is what makes them shippable. πŸš€

Each pin below is the same thesis tested in a different domain: the eval surface is the product

Live demos and full case studies: wxl3.com

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