Product evolution trajectory.
Sanre is building the reliability infrastructure for autonomous agents. Here is our deliberate progression from expert-led managed audits today to automated continuous testing and release gating.
MANAGED AGENT RELIABILITY AUDITS
Expert-led evaluations of autonomous coding and reasoning agents across multi-run task suites in isolated Docker sandboxes with out-of-band invariant test oracles.
- ·Deterministic environment provisioning with isolated disposable Linux containers
- ·Multi-rollout execution (5× repeated runs) surfacing non-deterministic failure traps
- ·Independent oracle test suites and filesystem AST diff validation
- ·Structured delivery: executive scorecard, failure mode taxonomy & raw replay traces
CONTINUOUS EVALUATION HARNESS
Automated evaluation pipelines running multi-rollout verification on every prompt modification, tool change, or harness pull request.
- ·Git-integrated automated trigger hooks for continuous agent benchmarking
- ·Automated flaky run detection across configurable prompt and model variations
- ·Stochastic drift monitoring across harness updates
AUTOMATED REGRESSION DETECTION
Algorithmic diffing of execution trajectories, tool call subgraphs, and invariant violation rates between consecutive agent versions.
- ·AST and tool-call graph divergence localization
- ·Statistical confidence scoring on capability gains vs regression risks
- ·Automated root-cause clustering for stochastic failures
AUTONOMOUS RELEASE GATING
Configurable reliability thresholds that block production agent deployments when stochastic failure rates or boundary violations rise above allowed tolerances.
- ·Policy-as-code reliability gate definitions (e.g., max 5% divergence ceiling)
- ·Automated rollback signaling for broken autonomous workflows
- ·Enterprise deployment verification guarantees
Evaluate your agent system today.
Managed audits available now with 3–5 day turnaround.