Multivendor CLI Configurator
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70k CLI commands, 17 vendors, one static page
GESH NetOps: browser log triage, 70k-command CLI, intent→CLI dataset + LoRA. Fail closed · sanitize first · honest coverage.
70k CLI commands, 17 vendors, one static page
Note 70,006 CLI commands across 17 vendors — cheatsheet, compare, CLI Studio, and a retrieval-only Intent finder.
Multi-vendor syslog → severity, health, ranked fixes
Note Browser lite demo of netlog-ai: paste syslog, get a health score and ranked fixes.
Note The 70,006-command Parquet corpus behind the configurator (syntax + metadata only).
Note Synthetic operator intents → verbatim corpus CLI; v1 + v2 + held-out operator_test.
Note Experimental Qwen2.5-0.5B LoRA. Adapter-only EM 12/108; optional retrieval+validator 63/108 when the command is in the base. Not production-safe.