User Safety in Production Systems: Designing for Secure, Reliable Interaction
Exploring production-proven patterns that keep users safe from malicious input, privilege escalation, and cascading failures in modern software systems.
Software-Architecture
Also we must not be too: The perils of over-engineering in production systems
A practical guide to recognizing over-engineering traps in system design, with concrete anti-patterns, architecture strategies, and hard-won lessons from real outages.
The Rise of Local-First Autonomous Development: How Offline AI Pipelines Are Reshaping Software Engineering
A deep dive into the architectural patterns behind local-first autonomous development pipelines, examining how offline AI agents can orchestrate end-to-end software creation without cloud dependencies.
User Safety: Building Secure and Resilient Experiences for Real-World Systems
Exploring concrete user safety patterns, from authentication and authorization to production-grade failure handling, with real-world architectures and actionable takeaways.
Code as Agent Harness
Code as Agent Harness reframes the relationship between application code and AI agents. Instead of writing prompts, engineers design harnesses — structured code layers that define tools, guardrails, and orchestration logic for autonomous systems.