LEARNING PATH · V0.9
Follow the 10-stage path when you want structure, or enter through a production incident and backfill only the models you actually need.
01 · PATH
Ten stages from model behavior to production architecture. Stages show the full curriculum even when every mental model does not yet have its own page.
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Understand what the model can suggest and what the application must guarantee.
Shape behavior while keeping authority, context and runtime responsibilities explicit.
Mental models: 4
Build evidence pipelines that stay relevant, authoritative and inspectable.
Design memory as a lifecycle and authority problem, not a storage feature.
Mental models: 5
Give Agents capabilities without turning model intent into permission.
Mental models: 6
Control iteration, state, interruption and work that outlives one request.
Bound retries, side effects, trust and human intervention under production pressure.
Use traces and evaluation evidence to decide what is safe and worthwhile to ship.
Add orchestration only when decomposition creates more value than coordination cost.
Integrate the layers and own a defensible production release decision.
02 · MAP
Mental models are the durable units. Experiences are practice surfaces that can exercise several models at once.