Architect for the AI-native era. The interesting questions now aren't what to build but how to choose, where judgment lives when systems can do more, and how humans and machines partner without one of them performing the other. 25 years of enterprise delivery across four countries. Founder of Stash2Go. Still building.
AI + Architecture
Agentic Patterns
Omni Channel
Pedagogy
Agentic Patterns
A vocabulary for designing agents that have an inner life. Not recipes — conceptual tools for the judgment calls that actually decide whether your agent is good.
Walk into the patterns →
2026
Fast Fashion for CodeMaking new code got cheaper than mending old code, so we stopped mending. I ran the duplication check on my own repository and published the number.
Aug·20 min read
Who Do You Call?One plain question over the AI noise: when it makes you angry, who do you call? Some lines pick up. Some have no one on them.
Jun·7 min read
The Loop WonThree years in, agent design settled: one model, a loop, a few tools. What lasts is your company’s rules.
agentpatternscatalog.org →Jun·12 min read
Don’t Water Down the UIShare the API and data model. Let the UI stay native.
May·12 min read
A Pattern Language for Agentic SystemsA vocabulary for the shapes agentic systems keep returning to.
agentpatternscatalog.org →May·14 min read
When 70% is EnoughAI adoption rewards 70% shipped over 100% planned.
May·9 min read
UnlearnWhen tools are universal, advantage shifts to who can let go fastest.
Apr·9 min read
Architecture Should Be a ConversationFive sacred beliefs about software architecture. None of them hold up.
convarch.xyz →Apr·13 min read
The Product DilemmaWhen building becomes cheap, what is building worth?
stash2go.com →Apr·9 min read
Simulated RealityAI agents as process orchestration, not true autonomy.
Mar·13 min read
DIY is ChangingHow AI threatens authenticity in craft and making.
Feb·14 min read
2032AI agents replacing specific workforce roles, fast.
Jan·5 min read
2025: The Year when AI entered the MainstreamAI arrived. The transformative impact is still uncertain.
Jan·9 min read
2025
When Code Writes ItselfWhy we need human conductors, not autonomous generators.
Oct·8 min read
From AI Chaos to CoherenceAI coding tools need structured governance to work.
Sep·11 min read
Changing the GameAI transforms development. New roles emerge for passionate creators.
Jul·16 min read
“Fixing” Gen CodeLLM code works for prototypes. Production needs care.
Jul·6 min read
AI OverflowLinkedIn’s AI saturation is drowning authentic human voice.
Jun·7 min read
