Advanced techniques that reduce API token usage by 30-40% without compromising quality.
Four core optimization strategies that work together to minimize token usage while maintaining quality.
Agents share context to avoid redundant API calls
Only send context changes instead of full context
Limit concurrent agents to optimize token usage
Cache frequent responses to reduce repeat API calls
Detailed breakdown showing how token usage is distributed and optimized.
Total: 100,000 tokens
Total: 65,000 tokens (-35%)
Token optimization is enabled by default but can be fine-tuned for specific needs.
{
"tokenOptimization": {
"enabled": true,
"maxConcurrentAgents": 3,
"contextWindow": 8000,
"cacheEnabled": true,
"incrementalUpdates": true,
"contextSharing": {
"enabled": true,
"shareThreshold": 0.7
}
},
"monitoring": {
"trackTokenUsage": true,
"costTracking": true,
"optimizationReports": true
}
}