Audit Probes

v0.1.0 baseline

Audit probes for empirical systems reliability.

Minimal instrumentation for reproducible software supply-chain review, telemetry validation, and cloud/API observability.

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Data flow cover visualization for Audit Probes
11/11 tests passing
0.000000 pass/fail entropy
MIT research code license

Cyber Audit

Rule-based repository checks for secret exposure, dependency drift, and risky environment-variable access.

Module note

Telemetry Pipeline

Assumption-explicit cleaning for local telemetry records, interpolation, and abrupt signal-jump flags.

Module note

Cloud Probe

Endpoint probing for latency, payload size, status, success rate, and response fingerprint consistency.

Module note

minimum viable disclosure

Bounded traces, reproducible evidence.

The baseline favors deterministic outputs, JSON schemas, and test-log metrics over expansive raw telemetry. The result is a compact artifact that can be inspected, cited, and extended.

Telemetry baseline plot showing interpolation and an anomaly flag

Citation

@software{lee_audit_probes_2026,
  author = {Lee, L. S.},
  title = {Audit Probes},
  year = {2026},
  version = {0.1.0},
  license = {MIT},
  url = {https://github.com/intelligentiaomni/audit-probes},
  doi = {10.5281/zenodo.20269027}
}