PUBLIC ENGINEERING RECORD · NORWAY

Make the work transferable.
Then look for the next constraint.

I am Mats O. Stangjordet. I build and study production systems — cloud, security, automation, and agents — and I leave evidence someone else can operate. Stangyode is that public record. It is not a company.

DESIGNSECUREOPERATE

SYSTEM ONLINE
BOUNDARIES VISIBLE

02

The job is not to make complexity disappear. It is to make it operable.

That is replaceability by design: find friction, fix it, make the solution transferable, and buy back capacity for the next problem.

SELECTED WORK / EVIDENCE

Built. Noted. Failed honestly.

Three artifacts with their status in view. A repository is not a product catalog.

01BUILT2026

AWS · SECURITY · AUTOMATION · AGENT INFRASTRUCTURE

Hermes on AWS

A security-conscious deployment of a personal AI agent on AWS: private ingress, SSM operations, pinned runtimes, persistent storage, and infrastructure kept in code.

A reviewable system: architecture, hardening, operations, and an AI workload in one place.

02NOTES2026

MODELS · AGENTS · PROTOCOLS · EVALUATION

AI Engineering Atlas

A bilingual, source-linked field guide. It maps a changing landscape to engineering decisions — not a claim that I shipped every tool in it.

Inspect the notes. Confidence stays visible.

03EXPERIMENT2026

AGENTS · ORCHESTRATION · GOVERNANCE

Melancholy

An attempt at a low-human-orchestration software factory. Pieces worked. The factory did not. The coordination machinery became heavier than the work it was meant to replace.

A merged pull request is not a completed task. Local success is not system success.

WHAT I WORK ON

The seams.

Not a service menu. These are the problems I actually spend time on.

01

Agents and AI systems

Permission boundaries, integrations, and guardrails for software that can take action. Experiments included. Failures included.

AGENTS / IAM / GUARDRAILS

02

Cloud and platforms

AWS environments, networking, infrastructure as code, deployment paths, observability, and operations someone else can follow.

AWS / IAC / OPERATIONS

03

Security-minded delivery

Least privilege, secret boundaries, hardening, verification, and changes backed by evidence rather than optimism.

BOUNDARIES / HARDENING / EVIDENCE

04

Making systems explainable

Architecture, migrations, production readiness, and writing the thing down so it is not trapped in one head.

REVIEW / HANDOVER / EVIDENCE

MATS O. STANGJORDET / BUILDER

A builder who can explain the system.

I work across cloud infrastructure, cybersecurity, automation, and AI systems. My strength is connecting the layers: turning a diagram into a deployable environment, a security concern into a boundary, and an experiment into something another person can operate.

Stangyode is my public engineering record: open work, field notes, and experiments. There is no Stangyode company.

NORWAYJAPANREMOTE

FIELD NOTES / AI ENGINEERING

AI Engineering Atlas

AI moves fast. I keep a working map.

A source-linked field guide to models, agents, protocols, security, and evaluation. It connects a changing AI landscape to the engineering decisions that make systems operable.

  • MAP THE STACK
  • CHECK THE SOURCES
  • WATCH THE CHANGES
Explore the atlas ↗

EMPLOYERS · PEERS · BUILDERS

The work is the introduction.

Look at the evidence first. Then LinkedIn or GitHub if you want to talk.