AI agents may finally solve the part of FinOps nobody wants to do

We have been looking quite closely at FinOps lately, and the more I look at the market, the more I think the main problem is not that companies do not understand where their cloud money goes. Most larger companies already have several tools telling them exactly that. They know which

Introducing OpenGeni: An Agentic Runtime for Organizations

The Infrastructure Agents Guide laid out the architecture. OpenGeni is the implementation — an open-source agentic runtime built for organizations, not single developers.

The Definitive Guide to Importing Your Cloud Resources into IaC

Years of cloud built the fast way — portal clicks, one-off CLI commands, 2am bash scripts. A practical guide to importing what already exists into clean, managed IaC.

Why We Open-Sourced Our Infrastructure Agent Architecture

Teams are adopting AI for infrastructure at wildly different speeds, and the architectural guidance hasn't kept up. Why we open-sourced our infrastructure agent architecture.

AI for Infrastructure that Does Not Break Production

Generating Terraform isn't the hard part. The hard part is everything after the code exists — making it safe to review, merge, and run in real production.

Cloud Graph Intelligence in the Age of AI Agents: Why Ground Truth Still Wins

AI agents can reason about infrastructure, but they fail in one predictable way: they don't reliably know what's true right now. Why ground truth still wins.

The Future of Internal Developer Platforms: From Ticket Queues to AI-Powered Self-Service

Internal developer platforms are shifting from ticket queues to AI-powered self-service. What changes when developers get infrastructure on demand — safely.

Terraform AI That Actually Ships: From Intent → PR → Guardrails

AI can generate Terraform fast — that's no longer the bottleneck. Shipping changes that fit your modules, conventions, and guardrails is. From intent to PR to merge.

Engineering Toil Reduction: How to Eliminate Repetitive Engineering Work

If your platform team feels like a ticket queue, you're paying engineering's most expensive tax: toil. How to find it, measure it, and automate it away.

Configuration Drift: How to Detect It and Auto-Fix It Safely with PRs

Configuration drift is when your live cloud diverges from what your IaC says it should be. How to detect it — and auto-fix it safely through reviewed pull requests.

ClickOps Isn’t Dead: The Drift Gap Between IaC and Reality

“IaC-first” is the story most teams tell. ClickOps is the reality most teams live. A look at the drift gap between Infrastructure as Code and what's actually deployed.

Deterministic AI: Building Reliability Around Intelligence

Deterministic AI isn't about making models rigid or less creative. It's about giving them tools and scaffolding so their output is reliable enough for infrastructure.

From ClickOps to IaC: Why Migration Has Been So Hard (and How AI + Terraform Make It Easier)

Most teams start in the cloud with ClickOps because it's intuitive. Migrating to IaC has always been painful — here's how AI and Terraform make it far easier.

The 6% Club: Why Most Teams Fail at Full IaC

89% of teams say they use Infrastructure as Code. Only 6% actually manage all of it in code. That gap should worry every engineering leader — here's why.

Why Deterministic AI is the only AI that belongs in your infrastructure pipeline

As AI moves into DevOps workflows, one question goes unasked: can you trust the code it generates? Why deterministic AI is the only kind that belongs in your pipeline.

AI Is Changing DevOps—Starting with Infrastructure as Code

If you assumed AI wouldn't reshape DevOps the way it's reshaping software engineering, you may already be behind. And it starts with Infrastructure as Code.

IaC Security in 2025: navigating the new stack of tools, risks, and realities

Infrastructure as Code made cloud scalable — and made it easy to bake in security flaws at scale. Navigating the 2025 stack of IaC tools, risks, and realities.

Why remediation (not just detection) is the future of cloud security

Compliance tools are great at telling you what's wrong and far worse at fixing it. Why remediation, not just detection, is the future of cloud security.

News

ISO27001, SOC2, and compliance demystified

Compliance — ISO 27001, SOC 2, and the rest — can feel like pages of cryptic requirements. A plain-language guide to what these frameworks actually ask of you.

Infrastructure as Code: useful tool or uncontrolled risk multiplier?

Infrastructure as Code is the baseline for cloud teams. But the same power to version and automate infrastructure can multiply risk just as fast. A balanced look.