No arbitrary CLI
Devices are queried only through a fixed catalog of safe, read-only intents. No user-typed command strings ever reach the wire.
Deterministic, offline-first network diagnostics for Cisco environments - 27 parsers, 120+ checks, 689 tests, 100% offline.

NetDoctor ingests switch and firewall configurations, detects rogue devices via MAC intelligence, runs deterministic rules and step-by-step playbooks - producing findings with cited evidence. Fully offline, read-only, zero trust in AI.
Devices are queried only through a fixed catalog of safe, read-only intents. No user-typed command strings ever reach the wire.
Every finding carries provenance: which artifact, which line, which parsed field, which baseline value. No finding without evidence.
The full diagnostic engine runs from uploaded files - no internet, no AI required. AI is an explanation layer, never truth.
Same inputs, same outputs. Rules operate on normalized snapshots and derived facts, not on raw text grep.
Designed against the things that actually break networks. A single typo in configuration mode can take an enterprise offline. That's why the tool has no configuration mode.
Five stages, deterministic, evidenced. Ingest, parse, normalize, evaluate, present. Each artifact runs through its dedicated parser. Outputs are dataclasses with explicit fields - never raw strings.
