Tag: engineering

A data platform failure pattern where tool replacement looked like the fix, but the real problem was ownership, release discipline, metric mismatch, and governance outside the workflow.

A design-review scenario showing why communication, facilitation, visual thinking, feedback, and critical judgment are part of engineering delivery.