Bounded rhythm
Lookup, small edits, formatting, and transformations with clear checks.
Model routing
A model has a capability ceiling. Effort controls how much room it gets to reason. Route by uncertainty and verification cost.
Lookup, small edits, formatting, and transformations with clear checks.
Normal implementation where the contract is clear but context matters.
Planning, architecture, security judgment, and hard failures.
Two knobs
strong model + high effort → frame ambiguity
light model + low effort → bounded execution
raise one knob at a time → compare evidence Sequence