AGENT LOOP ECONOMICS MATRIX
CHECKING LOCAL ENGINES
What does one completed agent task really cost?
Model planning, coding, testing, review, rework, and failure as one loop. The result exposes true completion economics, not just per-call price.
Transition model
Each origin repeats one cost and duration; its outgoing probabilities must total exactly 1.
from,to,probability,cost_usd,seconds
Bundled source-grounded scenario ready.
The whole loop changes the answer.Run the model to resolve visits, absorption, restarts, cost, and time from one matrix.
Completed-task decision
NO RESULT YET
0%
Completion per run0.00%
Runs / success0.0000
Baseline cost / success$0.000
Comparison cost / success$0.000
Baseline duration0.0s
Comparison duration0.0s
Results remain unavailable until a valid model is calculated.
VALIDATED CSVTRANSIENT QABSORBING RFUNDAMENTAL NEXPECTED VISITSCOMPLETION ECONOMICS
VALIDATED CSVTRANSIENT QABSORBING RFUNDAMENTAL NEXPECTED VISITSCOMPLETION ECONOMICS
The matrix is the audit trail.
Calculate a valid loop to inspect why stages recur, how success absorbs probability, and which work actually drives completed-task cost.
Transition evidence Q + R
Fundamental matrix N = (I - Q)-1
Observed interpretation 1 / 3
Awaiting calculation
The result will separate price, reliability, and throughput effects.