L1
Model selection · best value per task
Safety first: unfit models excluded
Then speed
Then cost
Cache-aware request optimization
Output: the right model, the right price, for this task.
L2
Experience pipeline · your memory
Experience settles in as you work
Mistakes become permanent constraints
Context pruned to key anchors
Every step asks permission
Output: structured, reusable experience — always yours.
L3
Answer calibration · never bluff
Intent lock: your meaning never altered
Answers calibrated against your facts
Calibration fails → honest fallback to raw answer
Output: "maybe right" becomes "right against your experience".