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Report Problems

users are reporting errors, investigate
Deploy project fix by monk Tell Monk about issues - it investigates autonomously. → Monitoring

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Performance Issues

why is the API slow?
Monk checks code, logs, metrics, and infrastructure to diagnose.

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Application Errors

the frontend isn't loading, what's wrong?
Troubleshoot specific problems.

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Database Problems

check the database performance
Analyze database query times and resource usage. → Databases

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Service Issues

the API server keeps crashing
Diagnose service failures.

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Network Problems

services can't connect to the database
Debug connectivity issues. → Networking

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What Monk Does

Autonomous investigation:
  1. Reads logs across all services
  2. Checks metrics and resource usage
  3. Examines workload state
  4. Correlates data to find root cause
  5. Suggests fixes
Example: 
You: Users reporting 500 errors

Monk: Investigating...

      Found: API server #2 out of memory
      Cause: Memory leak in session handling
      Impact: ~150 active users affected

      Fix: Restart affected instance and scale up

      Should I proceed?

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Common Issues

High CPU/Memory: 
what's using all the CPU?
which service is using the most memory?
Connectivity: 
can the API reach the database?
test the connection to Redis
Errors: 
show me recent errors
filter logs for 500 errors
Performance: 
what's causing slow queries?
why is the cache hit rate low?

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Get Detailed Info

Logs: 
show me the last 100 lines of API logs
check logs from the past hour
Metrics: 
show me resource usage for the past day
compare current vs normal performance
Status: 
which services are unhealthy?
show me failed deployments

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After Diagnosis

Apply fixes: 
restart the API server
scale up the database
increase worker memory
Verify: 
check if the issue is resolved
test the API endpoint

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Next Steps