ops0 Inc.

Most teams add cost estimation after a surprise bill, not before one. By then, the resources have been running for weeks. ops0 puts the number where the decision is. Before Terraform apply, not after the invoice. ops0.com #FinOps #CloudCost #DevOps #PlatformEngineering #Terraform

Every AI infra tool pitches the same promise now. "Describe what you need. We'll write the Terraform." Fine. The writing was never the hard part. The hard part is what happens between prompt and production. Whether the plan passes the Rego policy your CISO rolled out last week. What this change does to a dependency three services deep. What a $40K monthly cost delta looks like against next quarter's burn. Whether an auditor can reconstruct who approved what, six months from now, without a meeting. AI that skips that layer is not faster. It is the same speed, without the brakes. ops0 reads the policy before it writes a line. Prices the delta in the PR. Checks the dependency graph before the plan is approved. Writes the audit trail as it goes. One path for every deploy. Plan. Policy. Cost. Approval. Audit. Deploy. Generation was table stakes. Governance is the moat. ops0.com #InfrastructureAsCode #DevOps #PlatformEngineering #CloudGovernance #PolicyAsCode

Every AI tool writes Terraform(IaC) now. ChatGPT, Claude, Copilot, that internal wrapper someone built over a weekend. The generation war is over. Everyone won. But here's what nobody talks about, what happens between generate and apply? At most companies? Nothing. A quick PR glance and straight to production. No policy gate. No cost check. No audit trail. That gap is where outages, cost blowouts, and compliance failures live. We built ops0 to fill it. Every AI generated change enters a governed state before it touches infrastructure. Policy. Cost. Approval. Then deploy. Generation is table stakes. Governance is the moat. ops0.com #Terraform #CloudGovernance #DevOps #PlatformEngineering #IaC #PolicyAsCode #ops0 #CloudSecurity #DevSecOps #OPA #AIEngineering #InfrastructureAsCode #SRE #ComplianceAutomation

Your infra pipeline has six gaps. Ask. Codify. Gate. Deploy. Watch. Prove. Most teams use a different tool at each step. None of them share context. None of them share an audit trail. Compliance violations get discovered at audit time, not deployment time. Often months after the damage is done. ops0 builds governance into the lifecycle. Before code is reviewed. Before it ships. After it's live. One platform. One audit trail. One operating model. Ship at AI speed. Stay governed. #DevOps #AWS #CloudGovernance #IaC #ops0inc

Compliance is not a dashboard. It is what your cloud was actually doing at 3 AM on a Tuesday. Most compliance tools check a snapshot. Quarterly. Maybe monthly. They produce reports that look green on the day they run. But compliance does not pause between audits. A security group was changed last Thursday. An S3 bucket was made public during an incident in February. An IAM role was granted wildcard permissions for "just a quick test" in January. Every scan between those changes and the next audit passed. The real compliance question is not "did we pass the audit." It is "what was true about our cloud every minute in between." ops0 audits your running infrastructure continuously, using the same policy engine that gates your deploys. SOC 2, HIPAA, PCI DSS, ISO 27001, GDPR, FedRAMP, NIST, CIS Benchmarks. 27+ frameworks mapped to live cloud state, not to what Terraform thinks is running. Your dashboard is green. The question is whether your cloud actually matches it. When was the last time your compliance posture was checked between audits? ops0.com #CloudSecurity #Compliance #SOC2 #HIPAA #DevOps #SRE #CloudInfrastructure

You are not deleting a resource. You are deleting every service that silently depends on it. Every resource in your cloud has a blast radius. The question is whether you can see it before you change something, or only after. A Lambda function looks idle. A subnet looks unused. An IAM role has not been touched in months. None of these facts tell you what will break if they disappear. Dependencies are quiet. They do not announce themselves. They show up the moment you act on a resource they were silently tied to. ops0 maps the full dependency graph across your cloud. Lambdas, API gateways, queues, databases, IAM roles, subnets. You see what calls what, what reads from what, what fails if any node is removed. Before the change. Not after. Cleanup without a dependency map is not cleanup. It is delete roulette. Which resources in your cloud do you not yet know the blast radius of? ops0.com #CloudInfrastructure #DevOps #PlatformEngineering #AWS

Terraform can be perfectly reviewed, neatly formatted, and completely wrong about production. That is the real problem. A security group was changed in the console. A bucket was made public during an incident. A temp rule stayed in place for three weeks. Terraform still says everything is fine. Most teams talk about Infrastructure as Code like the code is the source of truth. It is not. The source of truth is whatever is actually running in production. If production changed outside Terraform, your repo is documentation, not control. That is where incidents, security exposure, and audit surprises start. ops0 compares live cloud state against IaC at the attribute level. Not just resource existence. Permissions, config values, exposure rules. Every drift item classified by severity. The question is not whether your Terraform looks correct. The question is whether reality still matches it. When did you last compare production to what Terraform still believes? ops0.com #Terraform #InfrastructureAsCode #CloudSecurity #DevOps

Everyone is adding AI to infrastructure workflows. Few are asking what happens when AI acts without knowing who requested it, what changed, or whether it was allowed. The risk is not AI. The risk is action without control. Before anything touches production in ops0, it passes through identity, policy, and audit. Every time. No exceptions. Generic chatbots do not see your cloud. They lack live state, access rules, drift history, or compliance context. Kiwi works inside ops0, where every request is checked before the workflow moves. Speed matters. But speed without governance is just a faster way to break things. Move faster. Stay governed. ops0.com #CloudSecurity #AIInfrastructure #DevOps #Terraform #Governance #Compliance #SRE #InfraAsCode

2 AM. payment-service pods are crashing. The on-call engineer is awake. They pull logs. kubectl describe. kubectl logs. Three containers. Nothing obvious. Check recent deployments. Check Slack. Did anyone change anything? Check the Helm releases. Check ConfigMap changes. Check if the batch job ran. Forty minutes. For one incident. And this was a straightforward one — OOMKilled, batch job, memory limit. The kind your senior engineer solves in seconds because they have seen it before. Most engineers have not seen it before. And even the ones who have still spend 40 minutes confirming what they already suspect. ops0 incident analysis is not a generic LLM reasoning from scratch. When a pod crashes, ops0 pulls live cluster state, recent events, rollout history, ConfigMap and Secret changes in the time window, Helm release operations, and similar incidents your organization has seen before. It knows this failure. It has seen it across your entire fleet. Root cause, impact, remediation, and prevention. Streamed in seconds, persisted to your audit log. Komodor shows you incidents. Datadog shows you metrics. ops0 tells you what happened, why, and what to do. From the same platform managing your IaC, your compliance, and your cost. What does your team's average time to root cause look like right now? ops0.com #Kubernetes #EKS #GKE #AKS #SRE #IncidentResponse #PlatformEngineering #DevOps

Someone changed a security group rule in the AWS console three weeks ago. Added a rule opening port 22 to the entire internet. A quick fix during an incident. "I will revert it tomorrow." Tomorrow never came. Terraform still shows the old rule. Terraform thinks nothing changed. The SSH port has been open to the internet for 21 days. Every compliance scan passed. Because the scans check the state file, not reality. Your state file is a lie. A polite, well-formatted, completely confident lie. ops0 compares live cloud state against Terraform on every scan. Not just resource existence. Attribute-level comparison. The security group Terraform thinks allows 443 is actually allowing 22, 443, and 3389. That S3 bucket Terraform thinks is private is public-read. Every drift item is classified by severity: critical, high, medium, low. The SSH port open to the internet is critical. It surfaces at the top. When did you last check if live infrastructure matches what Terraform believes? ops0.com #InfrastructureDrift #CloudSecurity #Terraform #AWS #GCP #Azure #SRE #DevOps