Insights

Engineering insight grounded in delivery

Perspectives, decision frameworks and field notes shaped by engineering and delivery work, not commentary.

The missing layer between data products and enterprise AI

The missing layer between data products and enterprise AI

Your RAG answer has a citation. Can you trust it?

Your RAG answer has a citation. Can you trust it?

We thought token cost was a finance metric. The build changed our mind.

We thought token cost was a finance metric. The build changed our mind.

AI can write the code. Software delivery controls need to keep up

AI can write the code. Software delivery controls need to keep up

The tenth AI solution should cost less than the first

The tenth AI solution should cost less than the first

The highest-ROI AI use case may be the wrong first investment

The highest-ROI AI use case may be the wrong first investment

The missing layer between data products and enterprise AI

The missing layer between data products and enterprise AI

Your RAG answer has a citation. Can you trust it?

Your RAG answer has a citation. Can you trust it?

We thought token cost was a finance metric. The build changed our mind.

We thought token cost was a finance metric. The build changed our mind.

AI can write the code. Software delivery controls need to keep up

AI can write the code. Software delivery controls need to keep up

The tenth AI solution should cost less than the first

The tenth AI solution should cost less than the first

The highest-ROI AI use case may be the wrong first investment

The highest-ROI AI use case may be the wrong first investment

The missing layer between data products and enterprise AI

The missing layer between data products and enterprise AI

Your RAG answer has a citation. Can you trust it?

Your RAG answer has a citation. Can you trust it?

We thought token cost was a finance metric. The build changed our mind.

We thought token cost was a finance metric. The build changed our mind.

AI can write the code. Software delivery controls need to keep up

AI can write the code. Software delivery controls need to keep up

The tenth AI solution should cost less than the first

The tenth AI solution should cost less than the first

The highest-ROI AI use case may be the wrong first investment

The highest-ROI AI use case may be the wrong first investment