High Performance Question 84 of 215

How do you reduce allocations in a JSON-heavy API?

.NET / C# · Speak this in 60–90 seconds · Faridabad & Delhi NCR

PICTURE THIS: DJANGO MVT

URLRoute request
ViewBusiness logic
Model + TemplateData + HTML

Simple meaning

Prefer System.Text.Json source generation, reuse buffers, and avoid ToList on huge graphs.

1

WHY — Performance instead of guessing?

Why interviewers care about Performance:

This is a process

question about Performance.

Panels listen for order,

trade-offs, and what you would actually do on a .NET project - not buzzwords.

Stay structured

Name the idea, why it exists, then one short example.

Close cleanly

End with when you use it and one common pitfall.

2

STEPS — What happens step by step?

Before you speak the answer, walk the interviewer through these steps:

  1. 1
    Prefer System.Text.Json source generation,

    reuse buffers, and avoid ToList on huge graphs.

  2. 2
    Why it exists

    Profiling with dotnet-trace beats guessing.

  3. 3
    Sometimes pagination is the

    real fix.

  4. 4
    Give an example

    One tiny concrete case you can say aloud.

  5. 5
    Common mistake

    What juniors usually get wrong.

  6. 6
    Close

    When you pick this over the alternative.

3

EXAMPLE — See it in action

Here's a short line you can speak, broken into clear beats:

Say this line
“Profiling with dotnet-trace beats guessing.”
Break into beats
Profilingwithdotnettracebeatsguessing
Speaking order
2987408337471632900

Note: Adapt this scaffold to your own project — keep it under 60–90 seconds.

Key takeaway

Prefer System.Text.Json source generation, reuse buffers, and avoid ToList on huge graphs. Profiling with dotnet-trace beats guessing.

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