Tutorials, guides, and technical deep dives for building with Alchymos.
Choosing where agent results live is a balance between latency, scope, freshness, resilience, and operational control.
A useful agent trace connects decisions, tools, models, cache outcomes, timing, and cost into one explainable execution.
Agent caches need explicit freshness rules because the data behind a successful response can change at any time.
Exact keys are simple and safe. Semantic matching can unlock more reuse, but it requires stronger controls and evaluation.