During May 2026, Clarify's repository moved from general app structure to a complete request pipeline. Parsed-intent and runtime models arrived first, followed by task validation, decision policy, response building, continuation handling, and an assistant engine.
The interpretation layer then gained a deterministic parser and a provider-selection strategy. This established a pattern that remains central to the project: a flexible language path can help with interpretation, but deterministic normalization and policy decide what may happen next.
By the end of the month, the pipeline connected to concrete product flows. Reminder creation ran end to end, calendar creation reached its platform service, Contacts could resolve names and surface ambiguity, and message and email requests could produce draft previews. The implementation still kept action types separate. Creating a reminder or event and preparing a draft were different runtime decisions with different permissions and consequences.
Clarify was becoming a language interface whose output was constrained by an explicit state machine.
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