Pretty much the only problems I've seen it cause are due to people not understanding its role in the infrastructure, not defects in Redis itself.
Most people run Redis in-memory only (in my experience, at least). Those that don't usually sync to disk only periodically, whether they intend to or not.
The only problems that crop up from that pattern are that many users (especially new ones, or people who haven't worked with Redis before) forget that it's fundamentally an ephemeral cache. Eventually maintenance or failure drops the in-memory dataset, and then a wide variety of disasters occur because it was being treated as a source of truth, or as a datastore with durability.
In situations where the ephemerality of in-memory data was consistently known (or when disk persistence was configured with some thought), I have had the same experience as most others here: Redis was one of the most reliable, least surprising pieces of infrastructure present.
...except for TTL handling with read-only replicas, I guess. That behavior (TTLs can get ignored on replicas) was really rough and surprising, but is fortunately now fixed. Shame on me for running an old enough version to keep getting bitten by it.
Most people run Redis in-memory only (in my experience, at least). Those that don't usually sync to disk only periodically, whether they intend to or not.
The only problems that crop up from that pattern are that many users (especially new ones, or people who haven't worked with Redis before) forget that it's fundamentally an ephemeral cache. Eventually maintenance or failure drops the in-memory dataset, and then a wide variety of disasters occur because it was being treated as a source of truth, or as a datastore with durability.
In situations where the ephemerality of in-memory data was consistently known (or when disk persistence was configured with some thought), I have had the same experience as most others here: Redis was one of the most reliable, least surprising pieces of infrastructure present.
...except for TTL handling with read-only replicas, I guess. That behavior (TTLs can get ignored on replicas) was really rough and surprising, but is fortunately now fixed. Shame on me for running an old enough version to keep getting bitten by it.