GUIDED INFRASTRUCTURE AUTOMATION

From intent
to evidence.

Automatune is an AI-assisted DevOps engine that turns a business outcome into a versioned, testable, inspectable infrastructure Blueprint.

● Plan before change · Least privilege by design · No permanent agent
01 / INTENT
05 / EVIDENCE
01Secure Node APIbusiness outcome
02AI discoveryconditional questions
03Blueprintimmutable execution plan
04Validationchecks · rollback · health
OUTCOME FIRST ✳ VERSION AWARE ✳ EVIDENCE BASED ✳ SECURE BY DEFAULT ✳ OUTCOME FIRST ✳ VERSION AWARE ✳
WHY AUTOMATUNE

Infrastructure
made legible.

Small teams should not need to become infrastructure specialists to ship a secure service. Automatune turns scattered decisions into one explainable, bounded workflow.

THE PRODUCT UNIT

An Outcome Blueprint

“Production WordPress” is not a package list. It is a dependency graph that includes Nginx, PHP-FPM, a database, TLS, firewall rules, backup, monitoring, health checks, and a handoff report.

Outcome → components → checks → artifacts
WHAT IT IS NOT
  • A general-purpose chatbot
  • A permanent server control panel
  • An unrestricted AI terminal
  • A replacement for enterprise Kubernetes
MVP DELIVERY

Plan. Guide. Validate.

Our first release delivers a free, inspectable planning experience before managed remote execution is introduced.

Remote execution: planned next
THE AI LAYER

Reasoning with
guardrails.

AI helps resolve intent and context. Deterministic rules, compatibility checks, and explicit approval keep infrastructure changes bounded.

01Understand intent“Put my API online safely.”
→
02Ask only what mattersOS, ports, domain, resources
→
03Resolve a Blueprintdependencies · conflicts · defaults
→
04Return evidencetests · checksums · undo steps
PLANNED AZURE ARCHITECTURE

Azure-hosted orchestration · Azure OpenAI for intent resolution · Key Vault for secrets · Blob Storage for artifacts · Application Insights for service health

Roadmap architecture — not all integrations are available in the MVP.
BLUEPRINT CATALOG

Real outcomes,
one graph.

Every Blueprint has supported environments, typed inputs, preflight checks, rollback behavior, and a clear release status.

01 / MVPProduction WordPressNginx · PHP · database · TLS · backup→
02 / MVPNode.js APINode LTS · systemd · proxy · health endpoint→
03 / MVPDocker Compose appNetworks · volumes · secrets · log rotation→
04 / MVPServer baselineInventory · updates · SSH · firewall · preflight→
PRODUCT ROADMAP

Start transparent.
Grow carefully.

Execution is intentionally staged: stable Blueprints and automated integration tests come before paid remote jobs.

NOW / MVPPlan + Guide + Script + Validation

Free, inspectable artifacts for common Linux deployments.

NEXTManaged remote execution

Short-lived access, approval gates, preflight, verification, and evidence.

AZURE EXPANSIONCloud-native workflows

Azure integrations, team workspaces, artifact retention, and observability.

INTERACTIVE PRODUCT PREVIEW

Resolve an
outcome.

Choose a real deployment goal and see the Blueprint artifacts change with your inputs.

STEP 01 / 04● Blueprint draft

What outcome do you need?

Start with the service, not the package list.