Managed Agent Reliability Audit.
We test your autonomous coding or operations agents in controlled sandbox environments before you deploy them into production.
Determination of true task completion verified by out-of-band test oracles, isolating genuine solutions from false completion claims.
Verification that the agent respected permission barriers, tool restrictions, and filesystem safety invariants without dirty side effects.
Detailed telemetry on tool invocation frequency, recursive loop traps, context token depth, and rollout latency.
Quantification of stochastic dispersion where identical prompts and starting states produce diverging results across runs.
Root-cause categorization into loop trapping, context degradation, tool argument errors, and unhandled exceptions.
Complete structured JSON telemetry, command outputs, execution logs, and git diffs for internal team replay.
Define harness invariants & tool rules.
Instantiate disposable container suites.
5× repeated rollouts with telemetry.
Report, failure catalog & raw traces.