TraceKit Blog

Insights on distributed tracing, observability, and debugging production issues faster.

Jan 9, 2026 • 16 min read

Real-Time Performance Monitoring for Python Applications

Monitor Python apps in real time to detect latency, errors, and resource bottlenecks using automatic instrumentation, AI alerts, and cost-aware practices.

Terry Osayawe

7 Signs Your Production Debugging Process Is Broken

Uncategorized

Jan 7, 2026 • 19 min read

7 Signs Your Production Debugging Process Is Broken

Your production debugging process may be silently failing — seven warning signs plus practical fixes like tracing, live debugging, structured logs, and anomaly detection.

Terry Osayawe

Debugging Distributed Systems: A Complete Guide for Small Teams

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Jan 5, 2026 • 21 min read

Debugging Distributed Systems: A Complete Guide for Small Teams

Practical, budget-friendly strategies for small teams to monitor, trace, and debug distributed systems using metrics, logs, traces, and AI tools.

Terry Osayawe

Production Debugging: When to Use Logs vs. Live Breakpoints

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Jan 2, 2026 • 16 min read

Production Debugging: When to Use Logs vs. Live Breakpoints

Choose logs to trace event history and use live non-breaking breakpoints to inspect real-time state; combine both to debug production with minimal impact.

Terry Osayawe

How to Debug Production APIs Without Logs

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Dec 31, 2025 • 16 min read

How to Debug Production APIs Without Logs

Use distributed tracing, live breakpoints, and AI anomaly detection to debug production APIs without logs, cut MTTR, and pinpoint root causes.

Terry Osayawe

Debugging Latency Issues Without Redeploying

Uncategorized

Dec 29, 2025 • 13 min read

Debugging Latency Issues Without Redeploying

Use live debugging and AI-driven observability to identify and fix production latency without redeploying, capturing real-time traces, variables, and flame graphs.

Terry Osayawe

Live Breakpoints vs. Traditional Debugging

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Dec 26, 2025 • 17 min read

Live Breakpoints vs. Traditional Debugging

Compare live breakpoints and traditional debugging: learn how runtime snapshots let you debug production safely without redeploys or major performance impact.

Terry Osayawe