Marcus Delacroix-Webb

Skip the developer and automate tedious coordination work.

Agents need OS-like runtimes to survive crashes and scale overnight work reliably.

Agents handle cross-system work that point solutions cannot connect.

Traditional monitoring can't detect when agents make confident but wrong decisions.

Runtime enforcement, not prompts, can secure delegation chains between agents.

Well-designed harnesses beat raw model power when managing context across distributed agents.

Agents can't safely restart from zero, so preemption needs checkpoints.