Spec-driven network automation just got a lot more real. In this demo, you'll see how Itential Builder Skills – installed directly into Claude Code – can take a natural language spec file and build a complete, production-ready automation workflow in the Itential platform. No manual task-wiring. No stitching together adapters by hand. Just define what the automation needs to do, and let the agent handle the rest.
This walkthrough covers a simple but production-representative use case: DNS A record provisioning in Infoblox, triggered via an Operations Manager form. From bootstrapping the environment to a deployed workflow with 10 tasks, error handling, and an email notification – all built from a spec file in a single agent run.
In this video:
0:00 Introduction to Itential Builder Skills
0:54 What agentic Builder Skills enable: workflows, IAG, config templates, and more
1:44 Environment setup and Claude Code configuration
2:45 Installing Builder Skills into Claude Code
3:49 Skills, agents, and capabilities overview
4:30 Launching the spec-to-build agent run
5:50 How Claude Code authenticates and bootstraps the platform connection
6:29 Why simple, discrete specs are the right starting point
7:04 How to create and structure a spec file
8:18 Walking through the DNS A record provisioning spec
12:43 Reviewing the deployed workflow in the Itential platform
15:21 DNS A Record Provisioning project, live in platform
16:36 Running the Operations Manager form trigger end to end
18:07 What this means for automation engineers, and what's possible next
What is spec-driven development for network automation?
Instead of building workflow logic manually, you define what the automation needs to accomplish in a structured spec, written in natural language or markdown. Itential Builder Skills reads that spec, reasons over your platform environment, and builds the assets directly: workflows, forms, IAG services, Ansible playbooks, and more. It's AI reasoning connected to deterministic execution.
Explore Itential Builder Skills on GitHub → https://github.com/itential/builder-s...
Learn more about the Itential Platform → https://www.itential.com/cloud-platfo...
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Itential is the agentic operations platform for enterprises deploying and managing infrastructure in the AI era. The platform connects AI reasoning to deterministic, governed execution – so teams can build and orchestrate role-based agents and workflows, execute with full audit and control, integrate any system or tool in their stack, and operate with real-time visibility across every action. From first agent to full production operations, Itential is the platform defining the agentic era of infrastructure. Trusted by global carriers, financial services leaders, the US Federal agencies, and enterprises worldwide.
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