Viv(@Vtrivedy10):very clear that harnesses across the industry will become specialized boxes optimized for a given task -> some bundling tooling like Jev! Model-Harness-Task fit some of it “just-in-time”, most prob not the best vertical agents today have already been doing this for a while -> unbundle all prompts/tools/skills/models and rebundle them for your Task domain everyone will calibrate via evals, secret sauce is still in the data layer

Viv

@Vtrivedy10

applied research @LangChain Labs, prev @awscloud, phd cs @templeuniv

Joined February 2013

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Viv@Vtrivedy10

2026.09.21 02:30

very clear that harnesses across the industry will become specialized boxes optimized for a given task -> some bundling tooling like Jev! Model-Harness-Task fit some of it “just-in-time”, most prob not the best vertical agents today have already been doing this for a while -> unbundle all prompts/tools/skills/models and rebundle them for your Task domain everyone will calibrate via evals, secret sauce is still in the data layer