Concepts
The irreducible epistemic atoms underlying the curriculum. 4,828 atoms across 8 types
Rule
Never add agents to sequential tasks — only distribute…
Never add agents to sequential reasoning tasks—distribute additional agents only to genuinely parallel workstreams where coordination overhead is measurably less than throughput gain.
1 lessonagent-architecturescalingbrooks-law
Rule
Invest in implicit coordination…
Invest in implicit coordination mechanisms—shared mental models, conventions, templates, and routines—over explicit communication channels, because implicit coordination scales without consuming bandwidth as agent count grows.
1 lessoncoordinationscalingconventions