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Use this FastAPI observability checklist to trace routes, connect background tasks, catch regressions, and inspect runtime state.

Debug Gin framework apps in production with OpenTelemetry tracing, pprof profiling, GORM query optimization, and structured logging for Go services.

Debug Laravel in production beyond dd() and Log::info(). Use Telescope, dynamic logs, distributed tracing, and performance profiling.

Set up OpenTelemetry in Laravel step by step. Install the PHP SDK, configure TraceKit as your backend, add custom spans, and verify trace exports.

Step-by-step guide to debugging production without redeploying. Set up dynamic logs for PHP, Node.js, Go, and Python in minutes.

Fix intermittent 500 errors systematically. Reproduce, investigate logs, trace requests, and capture application state to find the root cause.

Why production logs never have what you need and how to fix it. Replace reactive logging with dynamic logs and tracing to cut debug time by 80%.

Debug Spring Boot in production beyond logging. Use dynamic logs, distributed tracing, database monitoring, and AI alerts without redeploying.

Debug Django apps in production without DEBUG=True or redeploying. Use dynamic logs, flame graphs, and distributed tracing to fix issues in real time.

New Relic alternative for bootstrapped startups. Distributed tracing and dynamic logs starting at $29/month instead of $500+. 5-minute setup.

Your API threw a 500 at 3 AM. A systematic approach to diagnose, trace, and fix production API errors without the panic and guesswork.

Sentry vs TraceKit compared: error tracking vs full production debugging. Feature-by-feature comparison with pricing, setup time, and use case guidance.