As we target more complex use of coding agents （e.g.， dynamic workflows and /goals） on long-horizon tasks， you will start to see all kinds of bizarre issues like this.

This is just about user experience； it's even more insane what happens behind the scenes （ridiculous use of tokens， infinite loops， inefficient agent-to-agent interactions）. You really want to own that harness and be in more control of it as we target more advanced use cases of coding agents.

Multi-agent systems are just another beast to deal with.