Planning Simulator
Master AI agent planning through interactive simulations and real-world scenarios
Your Progress
0 / 5 completedManaging Plan Resources
Every plan consumes resources: API calls cost money, compute takes time, and memory has limits. Effective resource management means achieving goals within budgets—not just technically possible plans, but economically feasible ones.
Critical Resources to Track
API/LLM Costs
Each tool call and LLM query costs tokens. Track cumulative spend.
Time Budget
User tolerance for waiting. Real-time vs batch processing trade-offs.
Tool Quotas
APIs have rate limits. Respect them or face throttling/blocking.
Interactive: Resource Budget Allocation
Distribute 100 points across three resource categories. See the trade-offs!
Resource Allocation Strategies
balanced Strategy
Optimal trade-off between speed, cost, and reliability.
Resource Optimization Best Practices
Caching
Store and reuse results of expensive operations. Don't re-fetch unchanged data or re-compute identical queries.
Batching
Group similar operations together. Make one API call with 10 items instead of 10 separate calls.
Lazy Loading
Only fetch or compute data when actually needed. Don't prepare resources that might never be used.
Monitoring
Track resource consumption in real-time. Set alarms for budget overruns before they become critical.