What happened

26-minute talk at LeadDev LDX3 London titled “Becoming AI Engineers”. Covered the tooling and team practices that enabled incident.io’s AI engineering work — backtests, evaluation infrastructure, and the shape of the new AI Engineer role.

Why it mattered

First major external talk of 2025. Crystallised the public narrative around AI engineering as a distinct discipline, ahead of the AI SRE launch.

Personal involvement

Speaker.