Visualize database call patterns with intuitive dashboards that surface delayed queries, high utilization, and overall database health. Automatically detect duplicate and N+1 queries across ORMs like SQLAlchemy and Django ORM, then drill down to the exact code path causing the slowdown to fix it before users notice.
Track the four golden signals of monitoring — latency, throughput, error rates, and resource saturation — to understand your application's health at a glance. Monitor Apdex scores, average and percentile response times, error counts, and CPU or memory utilization so you can catch bottlenecks before they escalate into outages or degrade user experience.
Automatically detect N+1 database queries that silently multiply response times in popular ORMs like SQLAlchemy and Django ORM. Gain deep code-level visibility into each query execution, identify the exact lines of code triggering redundant calls, and eliminate the root causes of sluggish transactions across FastAPI, Flask, and Django before they impact user experience.
Leverage the open-source industry standard with seamless OpenTelemetry Python instrumentation. Collect traces, metrics, and logs from your Python services and export them directly to Site24x7 for complete, vendor-agnostic observability. Whether you run containers on Kubernetes or traditional servers, OpenTelemetry ensures consistent telemetry across your cloud-native workloads.
Automatically trace requests as they travel through complex Python microservices and background workers. Connect logs, metrics, and errors back to individual distributed transactions to rapidly identify the root cause of high latency or failures across service boundaries — whether the slowdown originates in your API gateway, a downstream service, or a Celery task queue.
Combine APM Insight with Real User Monitoring (RUM) to see how your Python backend performance translates to real user experience. Compare page load metrics across geographies and time periods, capture front-end JavaScript errors, and correlate front-end latency with backend response times to diagnose issues that span your entire stack.
Django
Flask
FastAPI
Gunicorn
uWSGI
Gevent
CheryyPy
Waitress
PyMySQL
Psycopg2
SQLite3
Memcached
Redis
Jinja2
Cassandra
pip install apminsight, then launch your application using the apminsight-run command with your Site24x7 license key. The agent automatically instruments supported frameworks like Django, Flask, and FastAPI with no code changes required.
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