Audit Your Agent Spend
Failure-cost analysis

See what failure costs before it compounds.

Separate useful work from the retries, loops, abandoned attempts, repeated tool calls, and context reloads that quietly grow the bill.

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Task cost expansion
Illustrative cost breakdown
Observed task cost$42.34
Non-accepted spend$10.90
Useful execution$31.44
Retry loops$4.82
Context reloads$2.17
Abandoned branch$3.91
StartRetry 01Retry 02Abandoned
The cost of not finishing

Waste is measurable when the trace stays intact.

AgentWolf keeps each failed branch attached to the work that created it, so teams can see where spend expanded.

01

Failed attempts

Preserve the cost of runs that ended in an error, rejected output, or unsuccessful test.

02

Retry and loop spend

Surface repeated calls and execution cycles that accumulate behind one apparently simple task.

03

Context reloads

Measure the cost of repeatedly rebuilding context across tools, sessions, and handoffs.

04

Abandoned work

Keep unfinished attempts visible instead of letting them disappear from accepted-task economics.

See the ledger

Find the spend that never became work.

See which loops, retries, and abandoned paths are changing the economics of your agent stack.

BringFinance and engineering owners
TraceOne accepted task through its full cost
Leave withA ledger model for your workspace
Focused working sessionBook a demo