Frequently asked questions about thinking, epistemology, and cognitive tools. 4568 answers
Common patterns like pipeline fan-out and consensus for coordinating multiple agents.
Common patterns like pipeline fan-out and consensus for coordinating multiple agents.
Common patterns like pipeline fan-out and consensus for coordinating multiple agents.
Common patterns like pipeline fan-out and consensus for coordinating multiple agents.
Identify a multi-step project you are currently working on — a content pipeline, a product launch, a home renovation, a course of study. Map the actual collaboration pattern in use. For each handoff between people or between your own cognitive agents, label it: is this a pipeline (sequential.
Defaulting to a single collaboration pattern for every situation. The most common version: treating everything as a pipeline when much of the work could be parallelized. The second most common: parallelizing work that has sequential dependencies, then spending more time reconciling conflicting.
Common patterns like pipeline fan-out and consensus for coordinating multiple agents.
Coordination itself costs effort — keep the coordination cost proportional to the benefit.
Coordination itself costs effort — keep the coordination cost proportional to the benefit.
Coordination itself costs effort — keep the coordination cost proportional to the benefit.
Coordination itself costs effort — keep the coordination cost proportional to the benefit.
Sometimes combined agent behavior produces results none of the individual agents intended.
Sometimes combined agent behavior produces results none of the individual agents intended.
Sometimes combined agent behavior produces results none of the individual agents intended.
Your set of agents is an ecosystem — it needs balance and periodic assessment.
Your set of agents is an ecosystem — it needs balance and periodic assessment.
Your set of agents is an ecosystem — it needs balance and periodic assessment.
Your set of agents is an ecosystem — it needs balance and periodic assessment.
List every active cognitive agent you currently operate — every recurring commitment, routine, rule, habit, or automated behavior that runs with some regularity. For each one, rate three dimensions on a 1-to-5 scale: vigor (is it producing meaningful output?), organization (does it connect cleanly.
Assessing agents individually rather than as an interacting system. This is the most common failure. You check whether your exercise habit is 'working' and whether your deep work routine is 'working' and conclude that both are fine — while ignoring that they are fighting over the same morning.
Your set of agents is an ecosystem — it needs balance and periodic assessment.
Every new agent interacts with all existing agents — add new agents deliberately.
Every new agent interacts with all existing agents — add new agents deliberately.
Every new agent interacts with all existing agents — add new agents deliberately.