When would you choose Redis, Memcached, or LocMemCache?
PICTURE THIS: HOW TO EXPLAIN IT
Simple meaning
LocMemCache is per-process and wrong for multi-worker production because each Gunicorn worker has its own dict.
WHY — Caching instead of guessing?
Why interviewers care about Caching:
on Caching.
the situation, the default choice, and one exception - that reads as experience.
Name the idea, why it exists, then one short example.
End with when you use it and one common pitfall.
STEPS — What happens step by step?
Before you speak the answer, walk the interviewer through these steps:
- 1LocMemCache is per-process and
wrong for multi-worker production because each Gunicorn worker has its own dict.
- 2Memcached is simple and
fast for volatile cache.
- 3Redis adds persistence options,
data structures, and is already present if you use it as a Celery broker.
- 4Give an example
One tiny concrete case you can say aloud.
- 5Common mistake
What juniors usually get wrong.
- 6Close
When you pick this over the alternative.
EXAMPLE — See it in action
Here's a short line you can speak, broken into clear beats:
Note: Adapt this scaffold to your own project — keep it under 60–90 seconds.
Key takeaway
LocMemCache is per-process and wrong for multi-worker production because each Gunicorn worker has its own dict. Memcached is simple and fast for volatile cache.