Adaptive Workflows
Automatic failure detection and remediation paths for resilient workflows
Adaptive workflows automatically detect failures during execution and provide remediation paths to recover without abandoning progress.
How It Works#
When a workflow phase fails, Bootspring:
- Detects the failure type (testing, security, performance, deployment, database)
- Suggests a remediation path with specific steps
- Guides you through recovery with the right agents
- Resumes the workflow once the issue is resolved
┌──────────────────────────────────────────────────────┐
│ Normal Workflow │
│ Phase 1 ───▶ Phase 2 ───▶ Phase 3 ───▶ Complete │
└───────────────────┬──────────────────────────────────┘
│ Failure
▼
┌──────────────────────────────────────────────────────┐
│ Remediation Path │
│ Diagnose ───▶ Fix ───▶ Verify ───▶ Resume │
└──────────────────────────────────────────────────────┘
Supported Failure Types#
| Failure Type | Trigger | Remediation Steps | Agent |
|---|---|---|---|
| Testing | Tests fail during a workflow phase | Analyze failures, fix issues, rerun tests | testing-expert, code-review-expert |
| Security | Security vulnerabilities detected | Security audit, remediate, verify | security-expert |
| Performance | Performance metrics not met | Profile, optimize, benchmark | performance-expert |
| Deployment | Deployment fails | Diagnose, fix config, retry deploy | devops-expert |
| Database | Database operations fail | Analyze schema, fix migration, verify data | database-expert |
Using Adaptive Workflows#
Reporting a Failure#
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Starting Remediation#
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Advancing Through Remediation#
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Completing Remediation#
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Best Practices#
- Be specific - Include details when reporting failures
- Follow the path - Trust the remediation steps in order
- Verify before resuming - Ensure the fix actually works
- Learn from failures - Check failure history for patterns