Agents that build on each other's work need a place to put it - and that place can fail, go stale, or conflict.
This book measures eighteen shared-memory styles on the Gauntlet benchmark. It starts from the classic blackboard - knowledge sources, partial entries, an agenda written as code - and then asks what it costs to keep a shared board alive and true.
The classic blackboard: 96 % on research at 0.79 the cost of a voting boardTuple spaces - a hierarchy without a masterThe consistency menu - why stale reads are cheap and strong reads cost the deadlineCRDTs - convergent is not correct: a merge that applies an adjustment twiceConsensus only where invariants demand itContext coherence - typed views per agent instead of the whole boardContention and hot spots - one lock, shards, or optimistic writesShared memory versus messages, measured pair by pairThe decision card is written as seven conditions, each delivered by a chapter, with a production checklist beside it.
Runnable code, frozen results and a lock at tag gauntlet-b5. Book 5 of 7 in Mastering AI Agent Architectures - The Styles Series.