Optimization
Stop paying to repeat yourself. Bifrost compresses, deduplicates, and caches.
How optimization works
48,200 tokens
↓BIFROST OPTIMIZER
↓31,400 tokens
34.8% fewer tokens
Capabilities
Prompt Compression
Reduce token count while preserving intent and constraints.
Tool Output Compression
Deduplicate and normalize repetitive tool results.
Semantic Cache
Reuse previous work via embedding similarity.
Recoverable Context
Prune aggressively, restore on demand.
Context Dependency Graph
Map relationships between context elements.
Context Garbage Collection
Remove stale and redundant context.
Recoverable Context
Bifrost doesn't blindly delete context. It determines what can be safely compressed, pruned, or moved into recoverable storage. If a model needs pruned context, Bifrost can restore it.
RECOVERABLE
Restored on demand
PRUNED
Stale / redundant