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gesh75/README.md

Georgi Gaydarov

Network engineer building AI-for-NetOps · 20+ years multivendor · senior leader

Juniper · Arista · Cisco · Palo Alto · Fortinet · FRR · VyOS · BGP/MPLS · SD-WAN · SASE · Zero Trust · Python · on-prem & agentic LLMs.

The working name for the stack is GESH.

Featured: netlog-ai v1.1.0 · PyPI

Sanitize-first network log analysis for NetOps:

  • 5-layer EVPN-VXLAN root-cause analysis with downstream alarm suppression
  • Log-storm compression and a reversible sanitization vault before any LLM call
  • Change plans with rollback-timer remediation (Junos, EOS, NX-OS, IOS-XE)
  • 584 tests · 15 MCP tools

pip install netlog-ai · docs

Now

Shipping netlog-ai v1.1.0 (vendor-safe remediation + two-way ITSM). Next: keep public About/docs aligned with releases, and grow the GESH Lab docs hub.

Projects

Docs hub → gesh75.github.io

Project One-liner Status
netlog-ai AI network observability: EVPN-VXLAN RCA, log compression, rollback-guarded remediation. v1.1.0 · PyPI · docs
multivendor-ai-network-lab 26-device lab with risk-gated auto-remediation and RFC 6241 confirmed-commit rollback. v0.6.0 · portal
multivendor-cli-configurator 70k+ CLI commands across 17 vendors — cheatsheet, N-vendor compare, CLI Studio. v2.0 · docs
argus Supervised, fail-closed defensive assessment — 7-layer guardrail, HMAC audit, 315 tests. supervised RC · docs
aegis Air-gapped change validation on a containerlab twin; sealed compliance evidence; zero egress. v0.2.0 · docs
napalm-live-lab Honest live NAPALM coverage matrix + safe command console (cEOS / SR Linux / FRR). shipped lab · docs
network-observability-architecture Vendor-neutral observability + SoT console (OTLP, NetBox, dual-signal, human-gated AI). v2.0 · docs
claude-skill-lint Zero-dependency linter for Claude Code Agent Skills — 90+ checks, NetOps pack. v0.5.0 · docs
claude-mastery-hub Interactive single-page guide to Claude — app, Claude Code, API, MCP, skills, hooks. v1.0.0 · docs
claude-skills Personal Claude Code skills library — 134 skills, progressive disclosure, skill-stocktake. library · no release tag
gesh75.github.io Documentation hub for the public network & AI-for-NetOps labs. live · hub

Doctrine: fail closed · sanitize first · evidence leaves, packets don't · honest coverage.

Tech

Juniper Arista Cisco Palo Alto Fortinet FRR VyOS · BGP/MPLS SD-WAN SASE Zero Trust
Python FastAPI Ansible Nornir Containerlab · Anthropic Claude Grok Pydantic-AI on-prem LLMs · Docker

Connect

X @gesh755 · X @GESHFinancial · GESH Finance · Learn · LinkedIn · PyPI netlog-ai · Docs hub

Pinned Loading

  1. netlog-ai netlog-ai Public

    AI network observability: EVPN-VXLAN RCA, log-storm compression, rollback-guarded remediation, SolarWinds. v1.2.0.

    Python 15 4

  2. multivendor-cli-configurator multivendor-cli-configurator Public

    70k+ CLI commands across 17 vendors — searchable cheatsheet, N-vendor compare, and CLI Studio.

    HTML 13 2

  3. multivendor-ai-network-lab multivendor-ai-network-lab Public

    26-device multivendor lab with risk-gated auto-remediation and RFC 6241 confirmed-commit rollback. v0.6.0.

    Python 12 7

  4. argus argus Public

    Supervised, fail-closed defensive assessment across network/host/AD/web. Read-only by default, HMAC-audited.

    Python 2

  5. aegis aegis Public

    Air-gapped change validation against a containerlab digital twin with sealed PCI/SOC2/NIST evidence. Zero egress.

    Python 1 1

  6. network-observability-architecture network-observability-architecture Public

    v2.0 interactive console — vendor-neutral observability and SoT (OTLP, NetBox, dual-signal, human-gated AI).

    HTML