Coding Agents already have strong code-generation ability, but what teams actually need is multiple Agents working toward the same goal across long-horizon tasks — continuously planning, implementing, verifying, redoing, and recovering.
Drawing on practice at ZaoFu, this talk covers how Goals, Task Maps, dynamic Workflows, cross-provider Agents, controlled swarms, and independent verification turn scattered Agent sessions into an observable, recoverable, governable software delivery system — and how a Run Manager and Autoresearch turn repeated failures into verified, cumulative Harness capability.