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The AI code reviewer for your graph.

Put an infrastructure-aware reviewer on every pull request so security, compliance, and blast radius are caught before merge.

PR #1842 · review
42- enable_dns_hostnames = false
42+ enable_dns_hostnames = true
43  tags = { Name = "payments" }
44}

Safer

Merges

Faster

Reviews

Fewer

Rollbacks

Infrastructure should know what's wrong — and help you fix it

Review, secrets, and deploy risk on every PR — without leaving the pull request.

A recent deploy added uncached lookups across three services

Infrastructure-aware review maps the blast radius on the graph — not just the lines in the diff — and proposes a guarded fix before merge.

8 findingspr · #1842Open review

How it works

Agents review with full stack context — then get sharper on your paths over time.

  1. 01

    Indexes your stack

    Reads the PR against the live infrastructure graph — services, secrets, and ownership — not a generic model dump.

  2. 02

    Agents review the PR

    Security, compliance, performance, and deploy risk run in parallel and leave findings where reviewers already work.

  3. 03

    Learns your paths

    Accepted fixes and blocked merges tune what matters for your golden paths — less noise, more signal over time.

Catch them before prod

From secrets to blast radius and deploy gates — findings that belong on the graph.

PR #1842SECRET

charts/payments/values.yaml

Plaintext AWS key in Helm values

Credential must move to the vault path already used by staging.

See PR →
PR #1837BLAST

infra/network/ingress.tf

Ingress change fans out to 6 services

Graph shows payments and checkout share the same edge — canary required.

See PR →
PR #1829DEPLOY

.github/workflows/prod.yml

Prod workflow skips approval gate

Policy expects human approval for cluster-scoped changes on this path.

See PR →

Everything in Developer AI

AI code review, secrets, compliance, performance, and deployment risk — on every change.

  • AI code review

    Infrastructure-aware review on every pull request.

  • Infrastructure review

    Catch blast radius and drift before merge.

  • Pull request review

    Security, compliance, and cost signals in the PR.

  • Secret scan

    Surface exposed credentials before they ship.

  • Compliance validation

    Map changes to the frameworks you enforce.

  • Security validation

    Policy and posture checks in the review loop.

  • Performance validation

    Flag risky hotspots before they hit production.

  • Deployment risk

    Score change risk across services and deps.

Replace half your infrastructure stack with one AI operating system.

Enterprise ready from day one. A category defining intelligence layer meticulously engineered for the complexity of Fortune scale cloud operations.

AWS, Azure, Google Cloud, Kubernetes, Terraform, Datadog & more