MEDIUM: No Metrics or Observability #11

New Issue

Koko210 · 2026-02-16T22:09:40+02:00

Koko210 commented

2026-02-16 22:09:40 +02:00

The codebase has no metrics collection, making it impossible to monitor bot health, detect performance issues, or track usage patterns.

Where It Occurs

No metrics instrumentation anywhere
No health check endpoints
No performance counters
No usage tracking

Why This Is a Problem

No Monitoring: Cannot detect issues proactively
No Debugging: Cannot see what bot is doing at runtime
No Capacity Planning: Cannot predict resource needs
No Analytics: Cannot track feature usage

What Can Go Wrong

Scenario 1: Silent Performance Degradation

Memory leak causes slow response times
Users notice bot is slow to respond
Team has no metrics to confirm
Cannot identify when degradation started
Takes days to identify root cause

Scenario 2: Scaling Issues

User base grows from 10 to 1000 users
Bot runs out of GPU memory randomly
No metrics to show memory usage trends
Cannot predict when will run out
Users experience failures with no warning

Proposed Fix

Implement Prometheus metrics with health check endpoint.

Severity

MEDIUM - No metrics makes it impossible to monitor bot health.

Files Affected

bot/bot.py, bot/api.py, new file: bot/metrics.py

The codebase has no metrics collection, making it impossible to monitor bot health, detect performance issues, or track usage patterns. ## Where It Occurs - No metrics instrumentation anywhere - No health check endpoints - No performance counters - No usage tracking ## Why This Is a Problem 1. No Monitoring: Cannot detect issues proactively 2. No Debugging: Cannot see what bot is doing at runtime 3. No Capacity Planning: Cannot predict resource needs 4. No Analytics: Cannot track feature usage ## What Can Go Wrong ### Scenario 1: Silent Performance Degradation 1. Memory leak causes slow response times 2. Users notice bot is slow to respond 3. Team has no metrics to confirm 4. Cannot identify when degradation started 5. Takes days to identify root cause ### Scenario 2: Scaling Issues 1. User base grows from 10 to 1000 users 2. Bot runs out of GPU memory randomly 3. No metrics to show memory usage trends 4. Cannot predict when will run out 5. Users experience failures with no warning ## Proposed Fix Implement Prometheus metrics with health check endpoint. ## Severity MEDIUM - No metrics makes it impossible to monitor bot health. ## Files Affected bot/bot.py, bot/api.py, new file: bot/metrics.py

Koko210 closed this issue

2026-02-16 22:16:33 +02:00

Koko210 reopened this issue

2026-02-16 22:17:02 +02:00

Koko210 referenced this issue from a commit

2026-02-23 13:43:21 +02:00

fix(P2): 5 priority-2 bug fixes — emoji consolidation, DM safety, pause gap

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