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Convert production signals into approved product learning.
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Based on SOC occupation classification
Choose the simplest architecture that satisfies accepted product constraints.
Prepare a verified increment for safe deployment.
Stabilize only the domain language and rules needed by current requirements.
Turn architecture into a risk-ordered roadmap, phases, and bounded work.
Implement one bounded work item using compiled Echel context.
Turn a raw idea into a small evidence-aware problem definition.
| name | operations |
| description | Convert production signals into approved product learning. |
Collect user feedback, incidents, metrics, costs, and operational friction. Relate findings to existing knowledge and work. Propose corrections, new assumptions, or work items with provenance. Do not let runtime memory silently alter product truth.
