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Architecture advice assumes you start fresh. You never do. Here are five principles for designing software when constraints are the starting point, not an afterthought.
The best architectural decisions happen away from the keyboard. The discipline is having a system that captures them before they fade.
The architectural north star worth holding when a monolith has outlived its original design.
The textbook answer is always a full monorepo merge. But in large codebases with independent release cadences, the right answer is often a stepping stone — and submodules can be that stepping stone.
Don't claim expertise — point to systems you've built. The best way to establish architectural credibility is to let the work speak.
How to recognize the moment when the next integration request should become a platform investment — and what that platform actually needs to include.
NanoClaw, Kleos, and Nyx are three different ways to talk to the same AI. Here is why that architecture exists and how it came together.
Legacy modernisation isn't a technical project — it's a risk management operation. The discipline is designing every step to be reversible before you take it.
Architecture is constraint management, not technology selection. The question is never 'what is best?' — it's 'what is possible given our constraints?'