Use cases

# Put a fleet   on the hard part.

The stubborn bug, expensive operation or migration your team wants to get through. Give it more approaches at once.

[
01 Engineering 

## Software correctness

Give the fleet the code and the behavior that should hold. Let agents explore the difficult cases from different directions.
Explore  ](/use-cases/software-correctness/) [
02 Engineering 

## Performance optimization

Put a fleet on the operation that costs your system time, with the workload and correctness checks that matter.
Explore  ](/use-cases/performance-optimization/) [
03 Engineering 

## Code migration

Put a fleet on the dependencies, compiler errors and integration failures left in the way.
Explore  ](/use-cases/code-migration/) [
04 AI teams 

## Agent improvement

Put the fleet on the code, traces and evaluation failures holding up your next release.
Explore  ](/use-cases/agent-evaluation/) [
05 Research 

## Algorithm search

Put the fleet on the solver, scheduler or search method your project depends on.
Explore  ](/use-cases/algorithm-search/) [
06 Research 

## Evidence review

Give agents room to investigate connections, contradictions and explanations across your source material.
Explore  ](/use-cases/evidence-review/) [
07 Data teams 

## Data reconciliation

Put a fleet on the records, transformations and rules behind a stubborn discrepancy.
Explore  ](/use-cases/data-reconciliation/) [
08 Strategy 

## Technical exploration

Give the fleet a technical decision and the real workflow each option needs to support.
Explore  ](/use-cases/technical-diligence/) 

## Put your next problem  to the fleet.
[Run your first fleet](/first-fleet/)