Internal-shaped tools that fold AI into the spots where network engineers lose hours. Auditors that cite the control they break. Terminals that pair-program. Design agents that argue with themselves. Chat that deploys Azure. Digital twins that propose the fix and wait for your nod.
An autonomous Cisco security auditor. Tell it an IP. It SSHes in, runs hardening checks, cross-references NIST 800-53 and CIS, looks up live CVEs, and produces the report. No checklists, no scripts.
A split-screen, multi-tab web terminal for network engineers, SSH and serial, with an AI copilot that watches your live session and suggests the right command before you Alt-Tab to ChatGPT. Five backends, cloud or local.
A streaming chat UI for Cisco's DevNet Content Search MCP. Ask anything about Meraki or Catalyst Center APIs and get a token-streamed answer with real operation IDs and doc URLs. Hosted on a single Worker.
A digital twin of your network built from live pyATS snapshots, analysed by a tiered swarm of AI agents (Ollama → Haiku → Sonnet → Opus on escalation). Fixes are proposed, human-approved, executed via pyATS, then verified closed-loop.
Upload a customer brief, even a photo of the whiteboard, and designer/critic agent pairs argue their way to a cited network design. A build agent then turns it into Containerlab, GNS3, and draw.io artifacts.
Design Azure architecture in chat. Claude draws the topology on a live canvas, writes the Bicep, and pushes it with one click, then tears it down on a schedule so the lab never bills overnight.
A self-hosted Docker dashboard with a chatbot that can actually do things: list, inspect, pull, restart, exec. Tiles pulse when a registry digest says an image is stale. Compose-aware upgrades keep your env, volumes, and networks.
Pulls telephony config out of on-prem CUCM, live over AXL or from BAT/Unity CSVs, dry-runs every object against the target Webex org, then pushes in dependency order. Rollback deletes exactly what it created, in reverse.