Humans write. AI executes. Machines verify. Robots converge.
A Markdown superset — every .md is a valid .wia. Now with ROS 2, fleet ops, and desired-state convergence.
Existing formats cover one or two of these. Markdown is readable but not executable. Terraform is executable but not human-friendly. AGENTS.md is AI-aware but not verifiable. .wia unifies all four.
The same runbook. Radically different workflow.
Everything you need. Nothing you don't.
Six capabilities that set .wia apart from every other document format.
sh run, sql run on=, ai, verify expect= — run code blocks in any language with declarative attributes.
PASS/FAIL badges from declarative assertions. Every execution is self-validating — no external test harness needed.
First-class ai blocks with model selection, vision support, and Soomy auto-agent orchestration.
Approval gates, dry-run mode, automatic rollback, and idempotency checks — production-safe by default.
watch=5s for continuous monitoring. Fleet-wide execution across hundreds of servers.
Execution log equals audit evidence. Export to HTML for SOC 2, ISO 27001, and regulatory compliance.
ROS 2 config drift, SROS2 security, URDF extraction, bag analysis, fleet canary deploy, and OTA orchestration — built into the format.
Declare the desired state. .wia auto-converges — the Terraform/ArgoCD for robot fleets. No equivalent exists elsewhere.
A real server health check runbook — readable, executable, and self-verifying.
--- wia: "1" title: Server Health Check agent: soomy inputs: server: { type: string, default: "prod-1" } --- ## 1. Check Disk Usage
df -h / | tail -1 | awk '{print $5}'
Disk usage is within safe limits.
# Analyze the disk usage and suggest cleanup if > 60%
Summarize disk health for {{server}}.
A real robot fleet health check — with config drift detection, canary deployment, and AI analysis.
--- wia: "1.1" title: ROS 2 Fleet Diagnostic & Recovery agent: soomy inputs: namespace: { type: string, default: "/" } rollout: { type: enum, of: ["10,50,100", "25,100", "100"] } --- ## 1. Config Drift Detection
ros2 param get /nav2 use_sim_time # expected: false ros2 param get /slam max_range # expected: 12.0
All parameters match desired state.
## 2. Canary OTA Update
sudo apt-get install -y ros-humble-nav2-bringup # Rolls out 10% → 50% → 100% with health gates # Auto-rollback if failure rate > 30%
Analyze fleet health after OTA. Check SROS2 security posture. Generate SOC 2 compliance evidence.
How .wia stacks up against existing formats and tools.
| .wia | Ansible | Terraform | InOrbit | Foxglove | AGENTS.md | |
|---|---|---|---|---|---|---|
| Human-readable | ✓ | ~ | — | — | — | ✓ |
| Executable | ✓ | ✓ | ✓ | ~ | — | — |
| AI-native | ✓ | — | — | ~ | — | ✓ |
| Self-verifying | ✓ | ~ | ~ | — | — | — |
| ROS 2 / Physical AI | ✓ | — | — | ✓ | ✓ | — |
| Config drift detection | ✓ | ~ | ✓ | — | — | — |
| Canary fleet deployment | ✓ | — | — | — | — | — |
| OTA orchestration | ✓ | ~ | — | ~ | — | — |
| Compliance reporting | ✓ | — | ~ | — | — | — |
| Open standard | ✓ | ✓ | ✓ | — | — | ~ |
From incident response to onboarding — any process that needs to be documented, executed, and verified.
Incident response, deployment checklists, and rollback procedures. Click "Run All" instead of copy-pasting commands at 3 AM.
Config drift detection, SROS2 security automation, URDF extraction, and ROS bag AI analysis. The .wia for every robot in your fleet.
OTA updates with 10%→50%→100% staged rollout. Health-gated auto-rollback. No more all-or-nothing firmware pushes.
SOC 2, ISO 27001, and ISO 9001 compliance reports for robot fleets. SROS2 posture assessment. The runbook is the audit evidence.
Declare the desired state of your robot — parameters, nodes, configs. .wia converges automatically. The Terraform for Physical AI.
The Physical AI market is projected to reach $15.28B by 2032 (CAGR 47.2%). Robotics VC funding hit $27.6B in 2025 alone. Yet there is no standard format for robot operations — no docker-compose.yaml equivalent for robot fleets. .wia fills this gap: config drift detection, canary deployments, OTA orchestration, and compliance reporting — all in one declarative, AI-native format.
WIA Standards publishes the world's most comprehensive Physical AI guidebook series.
Each guide pairs with .wia runbooks for hands-on practice.
Physical AI implementation standards — sensors, actuators, embodied intelligence, safety certification.
EN → KO →BCI standards for neural signal processing, EEG interfaces, and assistive technology integration.
EN → KO →Available in Korean & English at wiabook.com
An open standard backed by production-ready tooling.
Reference runtime. AI-First Cloud Operations Platform for Windows, macOS, and Linux.
Download →Full specification: block types, attributes, frontmatter, variables, and execution model.
View on GitHub →Production-ready templates across 18 categories — DevOps, security, onboarding, and fleet operations.
Browse Examples →WIA SOOM supports 254 languages out of the box. Global teams, local experience.
Learn More →