How our agents solve real infrastructure problems
Every solution below started as a problem we hit ourselves — managing cloud infrastructure for dozens of clients. We built agents to fix them.
Infrastructure Provisioning
The problem
Every new environment means manually writing Terraform — VPCs, subnets, security groups, compute instances, databases, load balancers. It takes days, and small mistakes cause hours of debugging. Your team spends more time on boilerplate than on the architecture decisions that actually matter.
How agents fix it
Describe what you need in plain language — "staging environment matching prod with smaller instances" — and agents generate complete, validated environment configurations. VPCs, compute, databases, networking, IAM policies. No Terraform expertise required. Configurations follow your org's standards and are ready for review.
smaller instances, same networking"
Auto-Scaling & Optimization
The problem
Over-provisioned resources burn money. Under-provisioned resources cause outages at 2 AM. Manual right-sizing is a never-ending spreadsheet exercise that nobody wants to own. By the time you finish analyzing, usage patterns have already changed.
How agents fix it
Agents continuously monitor your usage patterns — CPU, memory, network, storage — and right-size resources automatically. They learn your traffic cycles, predict capacity needs, and adjust before problems happen. Teams typically see 30-40% cloud spend reduction without performance impact.
Security & Compliance
The problem
Configuration drift happens silently. Open ports, overly permissive IAM roles, unencrypted storage — these issues accumulate until an audit finds them or, worse, an attacker does. Manual compliance checks are point-in-time snapshots that go stale immediately.
How agents fix it
Agents validate every infrastructure change against security best practices and compliance frameworks — SOC 2, ISO 27001, CIS benchmarks — before it reaches production. Continuous monitoring catches drift the moment it happens, not months later during an audit. Every finding comes with a remediation plan.
Deployment Automation
The problem
Complex deployment pipelines break in unpredictable ways. Rollbacks are manual and stressful. Blue-green deployments and canary releases sound great in theory, but maintaining them requires deep expertise in your specific architecture. One bad deploy can mean hours of downtime.
How agents fix it
Agents manage your entire CI/CD lifecycle — blue-green deployments, canary releases, automated rollbacks — with full understanding of your specific architecture. They monitor health metrics during deployment and roll back automatically if something goes wrong. No more 2 AM pages for failed deploys.
Ready to stop fighting your infrastructure?
Join the early access program and let agents handle the operational work so your team can focus on building product.
Get Early Access