The Data Write latency is consistently 3-10x the Data Read latency, which makes it the leading bottleneck. The full write chain (TPEN Services -> TinyPEN -> RERUM -> MongoDB + version management + deep cloning) creates serialized round-trips.
Recommendation: Investigate reducing JSON deep clones in RERUM (JSON.parse(JSON.stringify())), batch version management, or async write confirmation.
The Data Write latency is consistently 3-10x the Data Read latency, which makes it the leading bottleneck. The full write chain (TPEN Services -> TinyPEN -> RERUM -> MongoDB + version management + deep cloning) creates serialized round-trips.
Recommendation: Investigate reducing JSON deep clones in RERUM (JSON.parse(JSON.stringify())), batch version management, or async write confirmation.