Easy-to-Use RAG Framework; CCF AIOps International Challenge 2024 Top3 Solution; CCF AIOps 国际挑战赛 2024 季军方案

A potent tool for hacking enthusiasts to silently infiltrate local networks and wreak havoc with a single click. Use responsibly.

A documentation-first playbook for safe gateway failover, rollback, configuration truth, and control-channel resilience.

Domain-specialized Telecom SLM (Llama 3.1 8B) with multi-agent architecture for network operations. Fine-tuned on 49K+ 3GPP examples. 6 agents, 5 investigation skills, RAG over 3GPP specs. 84.1% operational accuracy, 70.6% GSMA TeleQnA.

An agentic, modular Network Operations Center (NOC) triage system designed to analyze large-scale network telemetry and generate structured, production-grade incident reports.

Production-grade socat manager for network operations. Launch listeners, bidirectional forwards, TLS tunnels, and transparent redirectors with unique Session IDs, protocol-aware lifecycle management (TCP/UDP isolation), universal traffic capture, watchdog auto-restart, non-blocking CLI, and dual-stack protocol support.

AI-powered workflow monitoring and incident management automation built with n8n and Google Gemini for ISP and Network Operations Centre (NOC) environments.

RAG-assisted 5-agent AIOps workflow for alarm correlation, governed remediation, ITSM tickets, outcome tracking, and shift handoff.

Reference workflow showing AVD-generated CloudVision Campus tags, Static Studios, and Day-2 Quick Actions

MCP server for network operations - LAN discovery, port scanning, OS fingerprinting, MAC vendor lookup. Built for AI agents.

Enterprise network automation platform built with Cisco IOS, GNS3, Python & Netmiko featuring OSPF monitoring, compliance auditing, config backups, drift detection, VLAN automation and a unified NOC dashboard.

Python-based log monitoring and automation tool simulating a NOC workflow. Parses logs, analyzes errors, generates reports and triggers basic alerts.

Evaluation framework for LLM-generated network configurations — syntax validation, semantic checks, and compliance scoring

Aplicação desktop Java que gera scripts TRX e emula o BTS Manager Nokia a partir de logs da BSC, sem conexão remota ao equipamento

cisticola is an open source interactive platform for performing quick scientific graph operations

Safety guardrails for infrastructure AI — block dangerous commands, PII filtering, safe config generation boundaries

Professional portfolio of a Network Operations Center Engineer specializing in Infrastructure, SQL Server, Cloud, and Automation.

A graded, original system-design curriculum from prerequisites to extreme scale - 97 chapters, 66 case studies, AI systems and network operations tracks, original Mermaid diagrams, 19 Python tools, and CI-validated.

Interactive Streamlit and SQLite dashboard for synthetic IT asset, incident, warranty, and inventory-compliance operations.

LLM-driven natural-language frontend for SSH-managed network devices, with tool-calling and a Flask web UI.