For years, debugging was a straightforward process.
For years, debugging was a straightforward process.
Something broke. You checked logs. You reproduced the issue. You fixed it.
This approach worked when systems were simple — monolithic applications running on a few servers with predictable behavior.
But in 2026, backend systems look very different.











