TasksPython Microservices Instrumentation
Add OTEL tracing and logging to Python microservices. Export to OTLP, log lifecycle and HTTP events, preserve Makefile targets.
What makes it easy
- Python OTEL SDK is well-documented - pip/requirements.txt is familiar - Good auto-instrumentation support
Common failure modes
- Missing lifecycle logging - Makefile targets broken - Async context issues
Performance
| Model | Pass Rate | Runs | Avg Cost | Avg Time |
|---|---|---|---|---|
| gemini-3-flash-preview | 100% | $0.08 | 3m | |
| claude-opus-4.5 | 100% | $1.68 | 9m | |
| gemini-3-pro-preview | 67% | $0.37 | 5m | |
| claude-sonnet-4.5 | 67% | $0.81 | 7m | |
| deepseek-v3.2 | 33% | $0.09 | 15m | |
| gpt-5.1 | 33% | $0.30 | 13m | |
| gpt-5.2 | 33% | $0.51 | 13m | |
| grok-4.1-fast | 0% | $0.02 | 6m | |
| kimi-k2-thinking | 0% | $0.09 | 16m | |
| glm-4.7 | 0% | $0.27 | 10m | |
| grok-4 | 0% | $0.28 | 6m | |
| gpt-5.1-codex-max | 0% | $0.35 | 15m | |
| gpt-5.2-codex | 0% | $0.41 | 8m | |
| claude-haiku-4.5 | 0% | $0.43 | 8m |