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### Description of the Change
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#### Problem
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#### Solution
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<!-- Enter any applicable Issue number(s) here that will be closed/resolved by this PR. -->
Closes #

### Type of Change
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- [ ] 🐛 Bug fix (non-breaking change which fixes an issue)
- [ ] 🚀 New feature (non-breaking change which adds functionality)
- [ ] 💥 Breaking change (fix or feature that would cause existing functionality to not work as expected)
- [ ] 📚 Documentation update
- [ ] 🔧 Configuration change
- [ ] 🧪 Test update
- [ ] 🛡️ Security update

### Areas Affected
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- [ ] Core Services (Frontend UI/Backend API)
- [ ] AI Agents (Researcher/Developer/Executor)
- [ ] Security Tools Integration
- [ ] Memory System (Vector Store/Knowledge Base)
- [ ] Monitoring Stack (Grafana/OpenTelemetry)
- [ ] Analytics Platform (Langfuse)
- [ ] External Integrations (LLM/Search APIs)
- [ ] Documentation
- [ ] Infrastructure/DevOps

### Testing and Verification
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#### Test Configuration
```yaml
PentAGI Version:
Docker Version:
Host OS:
LLM Provider:
Enabled Features: [Langfuse/Grafana/etc]
```

#### Test Steps
1. 
2. 
3. 

#### Test Results
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### Security Considerations
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### Performance Impact
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Describe any performance implications and testing done to verify acceptable performance.
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### Documentation Updates
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- [ ] README.md updates
- [ ] API documentation updates
- [ ] Configuration documentation updates
- [ ] GraphQL schema updates
- [ ] Other: <!-- specify -->

### Deployment Notes
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### Checklist
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#### Code Quality
- [ ] My code follows the project's coding standards
- [ ] I have added/updated necessary documentation
- [ ] I have added tests to cover my changes
- [ ] All new and existing tests pass
- [ ] I have run `go fmt` and `go vet` (for Go code)
- [ ] I have run `pnpm run lint` (for TypeScript/JavaScript code)

#### Security
- [ ] I have considered security implications
- [ ] Changes maintain or improve the security model
- [ ] Sensitive information has been properly handled

#### Compatibility
- [ ] Changes are backward compatible
- [ ] Breaking changes are clearly marked and documented
- [ ] Dependencies are properly updated

#### Documentation
- [ ] Documentation is clear and complete
- [ ] Comments are added for non-obvious code
- [ ] API changes are documented

### Additional Notes
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