04
Insights
Notes for people building the next operating layer.
Original analysis on AI products, MCP, B2B growth systems, data quality, and the decisions that separate a demo from durable software.
No generic trend summaries. Each article is written to give builders and operators a sharper decision.
The AI builder community is growing because software creation finally has a wider front door
The interesting shift is not that everyone became an engineer. It is that more people can now test whether their understanding of a problem is sharp enough to become software.
Read the articleMCP is taking off because AI needs an operating relationship with the rest of the business
A model that can answer is useful. A model that can reach the right context, invoke the right action, and remain governed becomes infrastructure.
Read the articleStart a working session
Ideas are more valuable when they change the build.
Bring us the problem, the constraints, and the systems already in place. We’ll help define the right build.