Will the Vibe Survive Production?
AI assisted coding expands access, but production systems still demand depth and discipline.
ai engineering devops discipline
Notes from the Network
Patterns for integration, cloud foundations, and intelligence.
Working in the Open
On collaboration, psychological safety, and why good systems are built together.
collaboration leadership data systems
When Tools Are Asked to Do Human Work
Why tools and platforms are often asked to solve problems they were never designed for.
software organisations infrastructure ai systems
When Accountability Becomes Design
As AI systems embed themselves in organisations, accountability is moving from policy into architecture.
accountability governance design ai systems
Where People Re Enter the System
As AI systems mature, attention is shifting back to the human structures that surround them.
people governance operating-models ai systems
When Data Becomes the Constraint
As AI systems settle into daily use, data quality and visibility are emerging as the real limits.
data quality observability systems ai
Where Agency Meets Structure
As AI systems gain autonomy, the limits of unstructured foundations become harder to ignore.
ai agents automation systems governance
When Systems Start to Matter
Attention is beginning to shift from AI capability to the systems that surround it.
ai governance systems infrastructure
Making the Invisible Visible
Why MycoFlow exists, and what the mycelial network taught me about building systems.
mycoflow vision data systems governance