Notes on AI-driven
cloud operations
Guides, product updates, and field notes on turning manual cloud and DevOps work into governed, self-service automation.
Do You Need More Terraform? When a Self-Service App Beats More IaC
Terraform is built for provisioning and infrastructure state. Not every repetitive cloud task is that - here’s how to tell the difference.
February 17, 2026 · 5 min read
How to Convert a Runbook Into a Self-Service App
Most runbooks describe steps a human follows by hand. Here’s how to turn one into an app your team can run without reading it first.
February 14, 2026 · 5 min read
AI DevOps Assistant vs. AI DevOps Platform: What’s the Difference?
An AI assistant answers questions about your infrastructure. An AI DevOps platform executes against it. The difference matters once you need governance, not just answers.
February 11, 2026 · 5 min read
How to Automate AWS IP Whitelisting Requests With a Self-Service App
Turn a recurring security-group edit into a governed self-service app instead of a manual change every time someone needs access.
February 8, 2026 · 5 min read
Monitoring & Ask Cloud: See Your Environment, Then Just Ask About It
Track apps, APIs, jobs, and documents from one operations overview, watch uptime and certificate expiry with AI Monitor, and query your cloud in plain language.
February 5, 2026 · 5 min read
Docs That Write Themselves: Documentation Built Into Every App
Every generated app ships with an end-user guide, and project documentation can be generated on demand and organized into a searchable knowledge base.
February 2, 2026 · 4 min read
Secrets Manager & Bring-Your-Own LLM: Your Keys, Your Models, Your Cloud
Store deployment credentials encrypted at rest, share them through one-time links, and connect your own AI provider - OpenAI, Anthropic, Google, or a cloud-native service.
January 30, 2026 · 5 min read
User Management & RBAC: Fine-Grained Access Without the Bottleneck
Define roles with read-only or complete access per service and resource, and keep who governs an operation separate from who’s authorized to run it.
January 27, 2026 · 4 min read
AI Code Generation: Functions Written, Deployed, and Tested For You
Describe the behavior you need and DevAutOps generates the function, deploys it as a live serverless endpoint, and runs a test event - without retaining your LLM keys or credentials.
January 24, 2026 · 5 min read
Triggers & AI Jobs: One Control Plane for Every Automation
Triggers are the executable logic behind every app - run them from a UI, a webhook, or a schedule, each with live status and usage history in one place.
January 21, 2026 · 5 min read
The Low-Code Form Designer: Drag-and-Drop UI, or Let AI Build It
Compose inputs, selects, tables, and JSON viewers on a visual canvas - or auto-generate the whole form from your data - then save it as a reusable template.
January 18, 2026 · 4 min read
Inside the Intelligent App Builder: From a Sentence to a Working App
Type what you need in plain language and DevAutOps generates the backend code, an interactive form, and a test payload - then deploys it and debug-loops until it passes.
January 15, 2026 · 5 min read
What Is DevAutOps? The AI Cloud Operations Platform, Explained
Manual cloud ops don’t scale, and one-off scripts don’t stay governed. Here’s how DevAutOps turns repetitive AWS, Azure, and GCP work into reusable, AI-generated, centrally governed self-service apps.
January 12, 2026 · 7 min read