Ai Engineering
Code review is the new bottleneck; how I'm using AI to manage it
We invested in AI code generation but left reviews behind. Custom review skills and a feedback loop between generation and review changed everything.
Writing
Articles on software craftsmanship, AI engineering, and software architecture.
Ai Engineering
Why I Built a DDD Facilitator Skill for Claude Code (And Why Structure Beats Conversation)
Structured interactive workflows turn AI into a real DDD facilitator — not an oracle that generates generic models, and not a rubber duck that just listens.
Architecture
Your Backend Architecture Should Evolve, Not Be Designed Upfront
Most backend systems don't fail from picking the wrong pattern — they fail from adding complexity too early or too late. A practical guide to recognizing the signals and evolving your architecture.
Software Craftsmanship
Don't Leak Implementation Details in Your Abstractions
Most abstractions are designed around the implementation, not the domain. Learn practical patterns and red flags to build abstractions that actually protect your codebase.