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Agent Memory
Tier 3
Synaptic (rust-synaptic)
Summary
A production-grade AI agent memory system in Rust featuring intelligent memory management, knowledge graphs, and temporal tracking - a reference for what a serious, performance-focused memory engine looks like.
Key Takeaways
- Knowledge-graph structure adds relations plain stores miss
- Temporal tracking lets memories age and decay explicitly
- Memory management is an engineering discipline, not a bolt-on
Reliability Note
Open-source engine; API specifics are Rust-centric but the architecture transfers.
Flows informed by this source
1Memory & Context
Memory Consolidation and Pruning Schedule
Keep agent memory healthy over months: scheduled consolidation, decay, promotion between layers, and safe pruning.
01Split memory into layers
02Implement the consolidation run
03Add decay scoring and safe pruning
+1 more steps to Done
Best forbuilders who have shipped a basic app before
4 steps60-90 minutesIntermediate