Model migration without a cold cache: how it works and when to use it
Model migration without a cold cache, canary and migration workflows carry cache value across a model upgrade, so a new model doesn't cold-start your hit rate. Here's how Crowkis does it and why it matters for cost and safety.
Every reworded repeat of a question you've already answered is a full-price model call. Model migration without a cold cache is how Crowkis canary and migration workflows carry cache value across a model upgrade, so a new model doesn't cold-start your hit rate.
How it works
Crowkis canary and migration workflows carry cache value across a model upgrade, so a new model doesn't cold-start your hit rate. It runs inside one Redis-compatible engine, so it composes with semantic caching, agent memory, and the other intelligence layers instead of being a separate service you wire together.
Why it matters
Repetitive LLM workloads are where the money is, and semantic caching can cut costs up to 60-70% on repetitive workloads. Model migration without a cold cache is part of what makes that reuse safe rather than reckless, the difference between a cache you trust in production and one you audit after every incident. Drop it in over RESP, gRPC, REST, or MCP, no rewrite required.
Infrastructure earns the critical path one boring, verifiable feature at a time.