Software Architecture & Leadership

Building resilient systems.
Enabling autonomous teams.

I’m a software architect and engineering leader. I focus on system design, architectural decoupling, and building engineering environments where autonomous teams ship with clarity and velocity.

Close-up professional portrait of Andy Carlberg

Architecture & Engineering Focus

Core principles and architectural practices that guide my work.

System Architecture & Decoupling

Designing distributed systems and modular architectures that scale cleanly without unnecessary complexity. I prioritize clear domain boundaries, verifiable interfaces, and practical decoupling so systems stay maintainable as teams grow.

Team Autonomy & Agency

Building engineering teams that own their services from design to production. I focus on high-trust cultures, clear ownership boundaries, and removing surveillance metrics in favor of genuine delivery.

Pragmatic Quality & TDD

Treating test-driven development and automated verification as architectural tools rather than compliance chores. Fast feedback loops and high test confidence let teams ship steadily without fear.

Sustainable Engineering Velocity

Eliminating architectural friction, technical debt traps, and heavyweight ceremonies. Good engineering practices don’t slow teams down—they provide the guardrails that make fast, continuous deployment reliable.

Recent Writing

Essays on software architecture, engineering leadership, and systems design.

View All Articles
AI

AI Catastrophe Without Consciousness

Reconciling insider AI doom with skeptic autocomplete reality: why catastrophic risk stems from execution harnesses, not synthetic consciousness.

10 min read

Let’s talk software and systems.

Whether you’re working through an architectural challenge, scaling an engineering organization, or want to discuss ideas from my writing, I’m always open to connecting.