AI Agent Isolation Testing

AI Agent Isolation Testing

Isolate AI agents in separate work trees with strict error checking to prevent runtime failures and enable safe feature integration.

Quick Start

# Create isolated work trees for each agent
git worktree add ../agent-1-feature feature-branch-1
git worktree add ../agent-2-feature feature-branch-2
# Enable strict mode in each environment

Core Workflow

When deploying multiple AI agents with overlapping tasks:

1. Create Separate Work Trees

   • Assign each agent to its own git work tree
   • Implement features in complete isolation
   • Prevent cross-contamination of agent outputs

2. Enable Strict Mode

   • Set language-specific strict mode (TypeScript: "strict": true)
   • Shift error burden from runtime to build time
   • Catch bugs before user interaction

3. Isolated Implementation

   • Let each agent complete its task independently
   • Allow task description overlap without interference
   • Validate each implementation separately

4. Merge Integration

   • After all agents complete successfully
   • Merge outputs into single working directory
   • Combine all features into unified codebase

Techniques

Work Tree Isolation Pattern:

git worktree add ../agent-{id}-{feature} {branch-name}

TypeScript Strict Mode Configuration:

{
  "compilerOptions": {
    "strict": true,
    "noImplicitAny": true,
    "strictNullChecks": true
  }
}

Agent Task Separation:

• One agent = One work tree = One feature branch
• Complete isolation until merge phase
• Independent validation pipelines

Anti-Patterns

NEVER allow agents to work in shared directories - Causes output contamination and debugging nightmares.

NEVER skip strict mode setup - Runtime errors from AI agents are harder to debug than build-time catches.

NEVER merge before individual validation - Unvalidated agent outputs create integration hell.

Edge Cases & Error Handling

Overlapping Task Descriptions:

• Expected behavior - let agents implement independently
• Merge conflicts resolved during integration phase
• Duplicate implementations get deduplicated post-merge

Strict Mode Violations:

• Build failures indicate agent implementation issues
• Fix in isolation before attempting merge
• Prefer build-time errors over runtime surprises

Work Tree Management:

• Clean up work trees after successful merge
• Handle work tree corruption with fresh checkouts
• Monitor disk space with multiple work trees

Bundled Resources Plan

• scripts/setup-agent-worktrees.sh - Automated work tree creation for agent isolation
• configs/strict-mode-templates/ - Language-specific strict mode configurations
• scripts/merge-agent-outputs.sh - Safe merge workflow for validated agent implementations

Source: jayalexandermg/SkillJacked — distributed by TomeVault.