AI · Agentic Remediation

The fix ships as a pull request

PR-based remediation is how Glassity's agentic platform for cloud operations turns findings into action. Glassity reads your infrastructure code, finds cost inefficiencies, and opens pull requests with the fix attached. Your engineers review and merge through the standard Git workflow, before anything reaches production.

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Currently available in Closed Beta

ready to merge
fix(ec2): right-size over-provisioned instances
glassity-bot wants to merge into main

Estimated monthly impact

-$4,180

terraform +12 -18 2 checks passed

Up to 50% on EC2, 69% on RDS.

Six capabilities

FinOps best practices, embedded in your Git workflow

Automated Cost Optimization PRs
Generates pull requests with pre-configured fixes for cost inefficiencies. No engineer has to write the patch by hand.
Pre-configured fixesZero manual patching
IaC Analysis & Remediation
Scans Terraform and other infrastructure code for optimization opportunities. Coverage grows as new modules ship.
TerraformGrowing coverage
Pre-Merge Compliance Checks
Cost-saving measures and policy guardrails run before deployment, so misconfigurations get caught in PR review, not in next month's bill.
Policy guardrailsCaught pre-deploy
Developer-Friendly Workflow
Clear remediation recommendations inside the standard Git workflow. The PR body contains the rationale, the savings, and the linked documentation.
Rationale includedLinked docs
GitHub & CI/CD Integration
Fits existing DevOps workflows: branch protections, status checks, and review assignments all stay in place. Glassity is one more reviewer on the team.
Branch protectionsStatus checks
Verified in Your Bill
After the PR merges, the savings show up in your actual AWS billing data, not in a sales projection.
Real billing dataNo projections

FinOps that moves left

Glassity's pull-request remediation fixes cost problems at the code level. FinOps best practices live in your Git workflow, so savings happen during development, not after the next billing cycle reveals the damage.

See it on your IaC

Ship cost fixes as pull requests

Connect your IaC and let Glassity open the PRs your team reviews and merges.

Book a Call Try the Self-Guided Demo