G2

Verified User in Information Technology and Services

Small-Business (50 or fewer emp.)

9/3/2026

"Strong AI-driven code review and cost optimization for our AWS stack"

4/5

Describe the project or task CloudThinker helped with:

The service provides a comprehensive solution for code review and cost optimization, integrating seamlessly with AWS environments to enhance operational efficiency and security. Review collected by and hosted on G2.com.

What do you like best about CloudThinker?

Friendly and visual UI.

CostOps is the standout for us, unified cost visibility and allocation across a multi-account AWS setup, so we get chargeback-ready breakdowns without standing up a separate FinOps tool, plus surfacing of waste and rightsizing opportunities we'd otherwise catch only in monthly reviews.

CodeReview is the other big win: the agents review every PR for bugs, security issues, and best-practice violations and post actionable feedback directly in the PR, catching problems before they reach prod. Beyond those, it also handles incident response and day-2 operations across EKS and ECS/Fargate with human approval gates. SOC 2 (Type 1 & 2) and AWS Partner status got it through our security review, and onboarding took minutes. Review collected by and hosted on G2.com.

What do you dislike about CloudThinker?

Cost recommendations need context, the agent proposes rightsizing, but I still validate against workload patterns before acting. On the review side, some headline metrics (96% accuracy) depend on codebase and data quality. Approval policies need thoughtful setup up front. Review collected by and hosted on G2.com.

Recommendations to others considering CloudThinker:

Recommendations for improvement include providing more context for cost suggestions and ensuring that headline metrics are consistently accurate across different codebases. Review collected by and hosted on G2.com.

What problems is CloudThinker solving and how is that benefiting you?

It replaces a fragmented stack with one layer, CostOps cuts cloud waste and makes multi-account cost allocation clean, while CodeReview raises PR quality and catches security issues early. As we expand into incident response and the Kubernetes/Security agents, the goal is to run more of our operations on one platform, freeing the team to focus on architecture over firefighting. Review collected by and hosted on G2.com.