"It works for most users" is the worst sentence in networking. Describe what you need — the AI correlates interface errors, routes, tunnels, and configs, and finds the actual path your packets are quietly not taking.
The intermittent problem: the branch is slow but only sometimes, the VPN drops but only at night, the app is fine for everyone except the finance team. Half-outages are harder than outages because nothing is down — something is just wrong enough to hide. Whether you run Cisco, Arista, Juniper, Fortinet, Palo Alto, MikroTik, or a UniFi homelab empire — VibeComputing handles the full spectrum of network operations: interface error and duplex/MTU auditing, route and path analysis, VPN tunnel health, firewall rule and NAT audits, config drift detection, and bandwidth capacity trending. Stop packet-capturing in the dark.
The agent connects in seconds and maps the landscape — which uplink has CRC errors climbing, which route change sent return traffic the long way around, which tunnel flapped at 03:00 and never fully re-established, which firewall rules shadow each other, which VLAN grew 40% this month. "Why is the branch slow?" "Is the failover path actually carrying traffic?" "Which rules are dead weight?" "What changed Tuesday?" The AI correlates flows, interface counters, routing state, and config history into a single timeline — and separates the duplex mismatch from the asymmetric routing from the ISP problem, instead of making you ping your way through them one at a time.
For network teams that live under change-control, VibeComputing fits existing setups without ceremony. The zero-trust outbound-only agent model works inside locked-down networks — no inbound ports, no management interfaces exposed to the internet. Read-only by default: the AI analyzes counters, routes, and configs, and every ACL change, route adjustment, or VLAN fix is shown as the exact command before it runs. IPs, ASNs, and community strings are obfuscated before they reach any model. Humans approve every mutation. Combined with BYOK for strict control over your AI provider and air-gapped deployment for regulated environments, it's the safest way to manage networks with AI.
Example:
$ why is the branch office slow?
→[OBFUSCATING] Masking IPs, ASNs, hostnames, and community strings...
→ Branch WAN: p95 latency 38ms baseline → 210ms since Tue 14:02, packet loss 0.4% → 3.1%
→ Uplink gi1/0/24: 2,314 CRC errors, +1,880 in the last 7 days; duplex mismatch with the ISP handoff (full vs auto-negotiate)
→ Path check: return traffic shifted to the backup VPN tunnel (flapped 3× Tue night) — asymmetric routing, forward via [masked], return via [masked]
→ Side findings: 41 shadowed firewall rules; VPN concentrator CPU peaked 84% during each flap
Verdict: two problems, one symptom — pin the duplex on the handoff and re-establish the primary tunnel (exact commands attached, staged for your maintenance window). Awaiting your approval.
Ping tells you it's broken. Flows, error counters, routing state, and config history tell you why — correlated into one timeline instead of seven terminal windows.
Every ACL change, route adjustment, or VLAN fix is shown as the exact command before it runs — staged for your maintenance window, approved by a human.
Cisco, Arista, Juniper, Fortinet, Palo Alto, MikroTik, UniFi — via CLI, SNMP, flow telemetry, or API. Multi-site, multi-vendor, one conversation.
For government and defense: run the entire AI stack on-premises with zero external connectivity.
Bring your own API keys for the LLM provider of your choice. Full control over data access and costs.
Born from deep network and infrastructure roots. Built by engineers who've traced an asymmetric route at 2 AM — and built the checks that catch it earlier.
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