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First public release of Doberman — an adaptive authorization layer for coding agents.

:::bash
pip install doberman-core

The distribution is doberman-core (the bare doberman name on PyPI belongs to an unrelated, abandoned project). The import name and CLI are unchanged: import doberman / doberman --help.

Included

  • Tool mediation + decision engine — every tool call → allow / authenticate / block
  • Objective guardrail: path confinement, destructive-command, external-destination, secret-pattern, and smuggled-token-channel rules
  • Subjective guardrail: adaptive behavioral baselines + OOD/homoglyph token signals; universal subjective layer (SL1–SL9)
  • Roles & boundaries, capability discovery, tiered auth (confirm → TOTP → scoped elevation)
  • Local redacted audit log, policy-drift & poisoning defense, turn gate (pre-inference prompt-injection screening)
  • Suite-agnostic ASR/FPR benchmark harness
  • doberman serve stdio MCP proxy runtime

Apache-2.0 · standalone with no proprietary dependency (CI-enforced) · published via PyPI Trusted Publishing (OIDC).

Source: README.md, updated 2026-06-17