A three-stage error-lifecycle tracing framework localizes the earliest failure-responsible step in long agent trajectories and outperforms prior debuggers on a new 486-trajectory benchmark.
If the strategy was reasonable but the execution result was wrong, attribute the failure to the first execution step that produced the incorrect result
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.AI 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
TRAJDEBUG: Tracing Error Lifecycle to Identify Critical Failures in Long-Horizon Agent Trajectories
A three-stage error-lifecycle tracing framework localizes the earliest failure-responsible step in long agent trajectories and outperforms prior debuggers on a new 486-trajectory benchmark.