Imagine a Sunday morning with three completed research reports waiting for you. Each is polished, each recommends a next step, and each assumes something slightly different about what matters. The agents have finished writing. You still have to reconcile the assumptions, decide which recommendation deserves attention, and work out whether any of this changes your plans. What, exactly, did you delegate? The question becomes interesting at the point where producing an answer and finishing the work come apart. 1, 2
The cost of assembling the answer
In his October 27, 2026 essay on agent overload, Nate Jones describes a coordinator that can make the problem worse by forwarding everyone’s updates in a tidier pile. His proposed remedy includes a dated account of priorities, commitments, deliberately deferred work, and decisions that remain with the person. A useful handoff brings a recommendation with its evidence and completes follow-through already authorized. He also distinguishes shorter messages, fewer notifications, and ending a recurring task: each changes a different part of the experience. 1
That gives us a better way to understand the burden in those three reports. The recipient is doing the integration the delegation left unspecified. Asking for shorter reports might make the pile easier to scan while leaving all its choices intact. One reading of Nate’s proposal is that the useful unit of completion includes enough context to judge the result without rebuilding the assignment yourself. 1
Delegation has conditions
An older leadership article makes the underlying management question explicit. Writing for McKinsey in 2018, Iskandar Aminov, Aaron De Smet and Kanika Kakkar describe delegation undermined by unclear priorities, weak accountability, and managers who encourage decisions to travel back up the hierarchy. They recommend clarity of intent, developing competence, and deciding which choices others can make. Their argument concerns people in organizations, and it explicitly preserves decisions that should remain with senior leaders. 2
Applied cautiously to agents, that suggests asking why a decision came back. Missing permission is different from missing evidence; uncertainty about the task is different again. More autonomy might help with a familiar choice already within the assignment. It cannot, by itself, settle what the assignment should become. The analogy also has a limit: a management essay gives us questions to ask about delegation, without establishing that a particular agent is competent or safe to trust. 1, 2
Sometimes the work changes the assignment
Joe Maddalone’s October 30, 2026 video supplies the complication. Drawing explicitly on Rob West’s critique of the software-factory metaphor, he argues that building changes our understanding of the specification. Requiring precise instructions too early can hide ambiguity that an agent then resolves through guesses. He still treats automated building, testing and deployment as useful; his objection concerns extending the assembly-line metaphor across the whole process of discovering what software should do. 3
The same distinction may be useful in research. Imagine commissioning research into why customers abandon a product. An initial pass might uncover several different meanings of “abandon”: cancelling a subscription, leaving a feature unused, or finding a workaround. Choosing among them changes the investigation. That return to the researcher could be valuable even if it interrupts a smooth workflow. In this hypothetical, the interruption carries something learned; suppressing it for the sake of a cleaner handoff would conceal a change in the problem. 2, 3
That distinction can also inform how we read an agent’s output. A useful synthesis can resolve routine questions and still leave one consequential uncertainty visible, showing the evidence that exposed it and what depends on the answer. This is an editorial inference across the readings, not a result any of them tested. It allows a brief to be complete as a piece of research while leaving its reader with something worth thinking about. 1, 3
When the next agent hands something back, what kind of thinking has it left you? Are you reconstructing context it could have assembled, making a choice that properly belongs to you, or considering a question the work helped uncover? The quality of delegation may become easier to see once those three experiences stop looking like the same unfinished task. 1, 2, 3
Sources
- How to Cut the Noise in Codex and Claude
Nate Jones. October 27, 2026. Discussion of agent overload, coordination and authorized follow-through. - Decision making: how leaders can get out of the way
Iskandar Aminov, Aaron De Smet and Kanika Kakkar. McKinsey & Company. June 11, 2018. - Senior Engineers Are Using AI Wrong and Software Factories Are Dumb
Joe Maddalone. October 30, 2026. Discussion from 9:21 onward, including his account of Rob West’s critique of the software-factory metaphor.
Related Reading
Will cheaper code make us less attached?
What a prototype teaches us, and what makes it hard to let go.
How the Sunday research notes are created
The sources, tools and review behind this series.