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A practical architecture technique showing how Git commit patterns reveal structural instability, boundary violations, and ownership gaps in software systems.
...changes that reveal: where complexity accumulates which modules are unstable which teams are crossing boundaries which parts of the system have been abandoned This signal already exists. Inside your Git...
Decision rights models assume human decision-makers. AI agents breach that assumption silently. Here is how to extend decision rights to cover autonomous actors before the first ungoverned decision becomes a production incident.
...have made differently. A human will override an agent's recommendation. Two agents operating across boundaries will produce contradictory outcomes. The third question is: when conflict occurs, what protocol...
A practical guide explaining why Architectural Decision Records (ADR) are the missing link between enterprise architecture strategy and engineering implementation.
...landscape look like? Solution Architecture Designs systems that follow those principles: System boundaries Integration patterns Technology choices Data flows This answers: How will this system work? Engineering...
The patterns that solve your hardest distributed systems problems were already solved — in a submarine, a postal sorting office, and an electrical panel. Most architects never look.
...invisible. It accumulates quietly in every sprint. It grows whenever an architect stays inside the boundaries of their industry's pattern vocabulary. What Domain Silos Do to Pattern Libraries Most architects...
A clear explanation of the difference between architecture and design, why organizations confuse them, and how this confusion creates structural instability in technology systems.
...exist? How are major components separated? What integration patterns are allowed? Where are data ownership boundaries? What technology constraints exist? What risks must be controlled? Architecture creates the...
Why Architectural Decision Records are the only structure most organizations already have that can govern AI agent accountability — and how to extend them into an Agentic Decision Log before the EU AI Act deadline.
...and routes it automatically. Each of these agents makes decisions. Some autonomously. Some within boundaries. Some without any boundaries at all. Now ask one question. Where is the record of who authorized...
Why the second run of an Event Storming workshop — the one most teams never attempt — is the fastest way to surface governance gaps that architecture diagrams will never show.
...would take weeks to document conventionally. The output is genuine. The domain becomes visible. Boundaries emerge. Hotspots surface. And then the workshop ends. The sticky notes get photographed. The...
One ADR template does not fit every architectural context. Five purpose-built variations — for standard decisions, agentic AI, cross-domain impact, fast delivery, and high-risk reversals — plus governance automation to make the system run without manual follow-up.
...trigger condition is met. Template 4 — Cross-Domain ADR Context: Decisions that cross bounded context boundaries. Two or more teams own systems affected by this decision. A shared schema. A new event contract....
A practical guide explaining which type of architect is required at each stage of the application lifecycle to prevent governance friction and structural instability.
...downstream. Solution Design Stage Core Question How should this system be structured? Typical Decisions Service boundaries Domain partitioning Integration patterns Data ownership Resilience model Security architecture...
Developer experience is not about making developers happy. It is about controlling the conditions that determine delivery output. Organizations that treat DX as a perk have removed the control system from their delivery engine without knowing it.
...discipline, not a system design. Flow time is a delivery metric. Interruptions are tracked. Architecture boundaries protect it structurally. Feedback Loop Integrity Developers learn whether their change worked...