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Octopoda
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Analyze architectureReplay the agent analysis
Open findingsEvidence, impact and fix
Propose a fixStage the Multi-AZ change
Wire an IAM edgeLambda to S3 with least privilege
Run security scanPlan, scan and cost in a microVM
Compare versionsSnapshots, decisions and exports
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Import TerraformRequest access with a repository import
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Start from blueprintRequest access with a verified pattern
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PlatformOne brain, many specialized arms
WorkflowFrom intent to pull request
Security and isolationSandboxes, secrets and audit
Who it is forArchitects, platform teams and consultancies
QuestionsClouds, AI, data and exports
Octopoda commands
Early accessAWS · Terraform · OpenTofu

Infrastructure, understood.

Octopoda turns your AWS architecture into one living graph. Specialized agents check security, cost, reliability and policy on every change, validate the Terraform in an isolated sandbox, and show your engineers the evidence before anything ships.

Request early accessSee how it works
  • Runs in isolated microVMs
  • AI proposes, engineers decide
  • Ships as pull requests
The Octopoda workspace: an architecture canvas for a production AWS stack with a load balancer, a Fargate service, a PostgreSQL database flagged for running in a single availability zone, an AI-proposed Redis cache awaiting approval, and agents running security, network, reliability, cost and policy analysis.

Speaks the language of your stack

  • AWS
  • Terraform
  • OpenTofu
  • GitHub
  • GitLab
  • Checkov
  • Trivy
  • TFLint
  • Open Policy Agent
  • Infracost
  • Firecracker
  • Mermaid

01The problem

Architecture lives in three places that never agree.

Diagrams drift from reality, Terraform hides the topology, and scanners report after decisions are made. Every design review starts by reconciling them by hand.

Source 01

The diagram

Drawn once in Miro or Draw.io for a design review, then left behind. By the next sprint it no longer matches what runs.

Source 02

The Terraform

The real source of truth, spread across modules and repositories. The topology is in there, but nobody can see it.

Source 03

The scanners

Security, cost and policy tools each report on their own, usually after the architecture decision is already locked in.

Octopoda Architecture Graph

One model connects all three.

Change the canvas and the Terraform follows. Change the Terraform and the graph updates. Every finding, cost estimate and policy result points to the exact node or edge it concerns.

02Platform

One architecture brain. Many specialized arms.

At the center is the Octopoda Architecture Graph, a provider-neutral model of every resource, relationship, IAM permission, requirement and finding. Specialized agents read from it and write evidence back, so every conclusion traces to its source.

Octopoda Architect

prod-platform / architecture-v24

Queued
  1. Parsing Terraform plan0.8 s
  2. Discovering resources14 types
  3. Mapping dependencies6 IAM edges
  4. Analyzing security3 findings
  5. Checking containment0 exposed
  6. Analyzing reliability1 high
  7. Evaluating policies13 of 14
  8. Estimating cost$1,284/mo
Findings 0Baseline pending

  • Architect

    Turns requirements, SLOs and budgets into topology changes, and plans every edit before it is staged.

    Planner · HCL synthesis

  • Security

    Scans every plan for misconfigurations and over-broad IAM, and pins each failed check to the exact node or edge.

    Checkov · Trivy · TFLint

  • Cost

    Prices the baseline and your traffic scenarios, then reports the monthly delta of every proposed change.

    Infracost · Usage scenarios

  • Reliability

    Applies Well-Architected rules to find single points of failure, missing dead-letter queues and fragile dependencies.

    Well-Architected · Blast radius

  • Network

    Enforces account, region, VPC and subnet containment, and flags anything exposed to an internet gateway.

    Containment rules · Route analysis

  • Policy

    Evaluates your organization's rules as code, from least-privilege IAM to required encryption and tagging.

    OPA · Conftest

  • Kubernetes

    Roadmap

    Extends the graph into clusters, workloads and the service dependencies between them.

    Cluster discovery

  • Cloud

    Roadmap

    Compares observed cloud state with the desired graph and opens remediation pull requests for drift.

    Drift discovery