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Description
Description
Analysis of Copilot agent sessions shows that 23% of sessions (3 out of 13 analyzed) exhibit retry loop patterns, indicating repeated attempts to complete the same operation. This wastes compute resources and degrades user experience.
Current State
Sessions with retry loops identified:
- Session 21467541281
- Session 21467603631
- Session 21467413895
Common retry scenarios:
- Installation retries
- Dependency resolution failures
- Initialization attempts
Proposed Changes
Add proactive error recovery for the most common retry scenarios:
1. Installation Failures
// Detect installation failures and provide fallback strategies
// Example: npm install retry with cache clearing
if strings.Contains(err.Error(), "installation failed") {
log.Printf("Installation failed, attempting recovery...")
// Clear cache and retry once
}2. Dependency Resolution
// Implement smart dependency resolution with fallbacks
// Example: Try multiple package registries3. API Timeouts
// Add exponential backoff for API calls
// Example: GitHub API rate limitingImplementation Strategy
- Analyze existing retry patterns - Review logs from the 3 identified sessions
- Categorize failure types - Group by root cause (network, permissions, resources)
- Add recovery handlers - Implement specific handlers for each category
- Add circuit breakers - Prevent infinite retry loops (max 3 attempts)
- Improve logging - Make retry attempts visible in debug logs
Files to Investigate
- Session logs for runs 21467541281, 21467603631, 21467413895
- Installation/setup code in
actions/setup/ - Dependency management code in workflow execution
Success Criteria
- Retry loop detection rate reduced from 23% to <10%
- Common scenarios (install, dependencies, API) have recovery handlers
- Circuit breakers prevent infinite loops (max 3 retries)
- Debug logging shows recovery attempts
- Overall session success rate improves
Priority
High - Affects 23% of analyzed sessions, wastes compute resources
Source
Extracted from Daily Copilot Agent Session Analysis — 2026-01-29
Estimated Effort
2-3 days - Requires log analysis, pattern detection, and handler implementation
Related Metrics
- Current retry loop rate: 23% (3/13 sessions)
- Target retry loop rate: <10%
- Potential compute savings: ~15-20% reduction in wasted runs
AI generated by Discussion Task Miner - Code Quality Improvement Agent
- expires on Feb 12, 2026, 9:15 AM UTC
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automationcode-qualitycookieIssue Monster Loves Cookies!Issue Monster Loves Cookies!performancereliabilitytask-mining