Tasks That Cascade: Ten Years of Building a To-Do List
The commit that made our to-do list work was titled "Able to recursively render nodes." A short history of the to-do list, and ten years of building one.
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The commit that made our to-do list work was titled "Able to recursively render nodes." A short history of the to-do list, and ten years of building one.
RL environments are where AI models now learn real work: what they are, why labs pay thousands per task, how verifiable rewards work, and what it means for you.
The full TSK-1 method: frozen requests, one to three builds per model per test, a customer-style check of every saved field, four graded qualities, and what we never publish.
We gave nine AI models the same app request inside Taskade Genesis and graded the app each one shipped. No model won everything. Here is who leads what and why.
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